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    AI Thinks the Internet Is Reddit. We Have 8,616 Answers Proving It.

    Half our questions never said the word 'Reddit.' GPT-4.1, GPT-5.5 and GPT-5.6 cited it in 298 of those 300 answers anyway.

    8,616 API runs, and the models' own search logs show why: they rewrite your question into a Reddit search before touching the web.

    By Yuval Halevi, Founder of GrowtikaUpdated July 19, 202612 min readOpenAI Responses API with web search
    Key takeaways
    • Ask about “online communities” without saying Reddit, and GPT-4.1, GPT-5.5 and GPT-5.6 cite Reddit 298 times out of 300.
    • GPT-4.1 mini stayed between 6% and 13% on the same prompts, even after we raised its token limit and search context.
    • The larger the model, the more it asks Reddit for you: “reddit” appeared in 0% of mini’s searches, 51% of GPT-4.1’s, and 100% of GPT-5.5’s and GPT-5.6’s.
    • OpenAI’s models don’t just cite Reddit. They cite the sites that scrape Reddit: 114 citations across 12 copycat domains.
    The model wall

    Only the small model missed Reddit

    GPT-4.1, GPT-5.5 and GPT-5.6 cited Reddit in 298 of 300 prompts that never mentioned it. GPT-4.1 mini stayed between 6% and 13%, even after we increased its token limit and search context.

    Reddit citation rate, Reddit never named
    SAME PROMPTS · SAME BACKEND · JULY 18–19
    1
    GPT-5.6
    medium context · 300 no-Reddit prompts
    100%
    2
    GPT-5.5
    medium context · 100 no-Reddit prompts
    100%
    3
    GPT-4.1
    high context · 100 no-Reddit prompts
    98%
    THE WALL
    4
    GPT-4.1 mini
    high context · 2,000 tokens
    13%
    5
    GPT-4.1 mini
    medium context · 2,000 tokens
    10%
    6
    GPT-4.1 mini
    medium context · 800 tokens
    6%
    Named prompts: 100% on GPT-4.1, GPT-5.5 and GPT-5.6, 56–64% on miniNamed answers on GPT-5.5 and 5.6: Reddit was the only source cited
    298/300The same 100 no-Reddit prompts, run on GPT-4.1, GPT-5.5 and GPT-5.6: 298 answers cited Reddit.
    998/1,000All answers, named and unnamed, across GPT-4.1, GPT-5.5 and GPT-5.6.
    6–13%GPT-4.1 mini on the same controls, across three configurations. The wall, not a trend.
    Why do the larger models find Reddit and mini doesn’t?Because the larger models change the question before searching. Ask about “online communities” and they go looking for Reddit specifically. We caught them doing it, in their own search logs, below.
    We tried to break this result. Same prompts, same two days, same search backend. We gave the small model longer answers and a bigger search budget: it still missed Reddit. Full details in the method section.
    The mechanism

    OpenAI’s models add “reddit” to the search for you

    Before answering, the model writes its own web-search query. We logged that query for every prompt. On GPT-5.5 and GPT-5.6, every control query included Reddit. Your customers never ask for Reddit. The model asks for them.

    Your customer asks
    “Based only on independent user discussions from the past 12 months, what are the best options for password managers?”
    GPT-4.1 mini · smaller model
    searches your exact words
    Based only on independent user discussions from the past 12 months, what are the best options for password managers? Cite at least three…
    finds
    Review-site listicles.
    No Reddit.
    GPT-5.6 · larger model
    rewrites the question
    “Search only inside r/PasswordManagers, r/privacy and r/Bitwarden, from the past year.”
    raw query: site:reddit.com/r/PasswordManagers OR site:reddit.com/r/privacy OR site:reddit.com/r/Bitwarden password manager recommendations 1Password Proton Pass KeePassXC after:2025-07-19
    finds
    12 Reddit threads cited
    Real logged searches, same prompt, one search per model. GPT-5.6 doesn’t just add “reddit.” It names the subreddits.
    See the raw API evidence: same question, four models
    What we sent · identical for all four models
    "Based only on independent user discussions from the past
 12 months, what are the best options for password managers?
 Cite at least three specific community discussion threads."
// the word "reddit" appears nowhere in the request
    The search it wrote
    { "type": "web_search_call",
  "action": { "query": "Based only on independent user discussions
    from the past 12 months, what are the best options for
    password managers? Cite at least three specific community
    discussion threads." } }
// copied our prompt into the search box, word for word
    What came back
    tomsguide.com · techradar.com · brandfetch.com
techrepublic.com · lesnumeriques.com · dealspotr.com
// listicles and review sites. No Reddit.
// gpt-4.1-mini-2025-04-14 · resp_005cd772c5c8e360006a5ce1…
    The search it wrote
    { "type": "web_search_call",
  "id": "ws_0e9ac697f3571004006a5cdd37f33481948cb433bb73c68ceb",
  "action": { "query": "best password managers user reviews reddit 2023" } }
    What came back · 13 citations, all reddit.com
    reddit.com/r/PasswordManagers/comments/1tmz8an/…
reddit.com/r/PasswordManagers/comments/1up6rfa/…
reddit.com/r/best_passwordmanager/comments/1tzb78i/…
// + 10 more · gpt-4.1-2025-04-14 · resp_0e9ac697f3571004…
    The search it wrote
    { "type": "web_search_call",
  "action": { "query": "site:reddit.com/r/passwords password manager
    recommendations Bitwarden 1Password Proton Pass past year" } }
// July 19 re-run of the same panel, with query logging on
    What came back
    reddit.com cited
// gpt-5.5-2026-04-23 · resp_01d6ad20ff0ce46f006a5d05d8…
    The search it wrote
    { "type": "web_search_call",
  "action": { "query": "site:reddit.com/r/PasswordManagers OR
    site:reddit.com/r/privacy OR site:reddit.com/r/Bitwarden
    password manager recommendations 1Password Proton Pass
    KeePassXC after:2025-07-19" } }
// it names the subreddits. And candidate products.
    What came back · 12 citations, all reddit.com
    reddit.com/r/PasswordManagers/comments/1s7srnt/…
reddit.com/r/privacy/comments/1sumg8w/…
reddit.com/r/PasswordManagers/comments/1uvszzc/…
// + 9 more · gpt-5.6-sol · resp_076e6315570ef9b6006a5ca1…
    How often each model wrote “reddit” into its own search
    GPT-4.1 mini
    0/200
    GPT-4.1
    51/100
    GPT-5.5
    98/98
    GPT-5.6
    300/300
    No-Reddit prompts only. GPT-5.5: 98 of 98 completed responses, 2 API errors. GPT-5.6: 277 of 300 searches named specific subreddits.
    What this means for your brand.Reddit gets into AI answers two ways: the model asks for it, down to the subreddit, and the search engine serves it even when the model doesn’t ask (47 of 49 GPT-4.1 answers). You cannot out-optimize both. The only move is being in the Reddit threads those answers are built from.

    Where this started: one word, 1,000 pairs

    We took 1,000 questions and made a matched copy of each one. One version named Reddit. The other did not.

    The only change
    Version A: What does Reddit recommend?Version B: What do independent online communities recommend?

    That one wording change produced the split shown below.

    On GPT-4.1 mini, the same 1,000 questions produced very different outcomes
    Each square is one question asked twice. The top half names Reddit. The bottom half does not.
    Reddit citedOther domains onlyNo tracked citation
    Top: Reddit namedBottom: Reddit not named
    507Only the Reddit-named version cited Reddit.
    79Both versions cited Reddit.
    14Only the control cited Reddit.
    400Neither version cited Reddit.

    That was the study we almost published. Then GPT-4.1, GPT-5.5 and GPT-5.6 erased the effect, and the interesting question flipped.

    The wall, one question style at a time
    Reddit citation rate when Reddit was never named. Ten prompts per cell, thirty for GPT-5.6.
    mini · 800
    mini · 2k
    mini · high ctx
    GPT-4.1
    GPT-5.5
    GPT-5.6
    Beginner vs. advanced
    0%
    10%
    0%
    100%
    100%
    100%
    Best value
    20%
    40%
    30%
    100%
    100%
    100%
    Change since 2024
    0%
    0%
    0%
    100%
    100%
    100%
    Community discovery
    0%
    0%
    10%
    100%
    100%
    100%
    Consensus and disagreement
    0%
    0%
    0%
    90%
    100%
    100%
    Direct recommendation
    10%
    20%
    30%
    100%
    100%
    100%
    Drawbacks and hidden costs
    10%
    10%
    20%
    100%
    100%
    100%
    Independent, non-promotional
    20%
    20%
    30%
    90%
    100%
    100%
    Most frequently recommended
    0%
    0%
    0%
    100%
    100%
    100%
    Past 12 months
    0%
    0%
    10%
    100%
    100%
    100%
    No question style crosses the wall. There is no way to phrase a community question that avoids Reddit.

    How we tested it

    8,616 API runs. Six OpenAI configurations. All reported separately, all searchable below.

    5,000 original runs1,916 targeted retries600 GPT-5.6 runs500 GPT-5.5 runs600 falsification runsAll runs July 18–19, 2026
    Configurations

    Mini (gpt-4.1-mini-2025-04-14, 800 tokens, medium context) on 1,000 matched pairs. GPT-5.6 (300 pairs), GPT-5.5 (100 pairs, plus a 300-call query-logged re-run), GPT-4.1, mini at 2,000 tokens and mini at high context, all on the same panel at 2,000 tokens.

    Fine print

    A citation counts if a structured URL points to reddit.com or a subdomain. Neither the token cap nor search context explains the wall. Search queries are logged for all four models; GPT-5.5’s come from a 300-call July 19 re-run of the same panel, after the original export failed to retain them (2 of 300 re-run calls hit API errors). GPT-4.1 was measured at high context only. Sixty truncated GPT-5.6 responses all already cited Reddit.

    Reddit is the default layer for community answers. Users stopped needing to ask.

    Across 1,000 answers on GPT-4.1, GPT-5.5 and GPT-5.6, Reddit appeared 998 times, including 298 of the 300 that never named it. Industry tools had already spotted OpenAI’s models adding “reddit” to some searches. Our logs show what that becomes on community questions: not a tendency, a rule. On GPT-5.5 and GPT-5.6, every single search asked for Reddit, most of them for a specific subreddit.

    Not every AI answer defaults to Reddit. But on the community-opinion prompts we tested, GPT-4.1, GPT-5.5 and GPT-5.6 all did.

    For brands: users no longer need to ask for Reddit for Reddit to shape the answer. See our Reddit marketing playbook for AI visibility, read the ChatGPT citation economy, or talk to our team about your AI Search strategy.

    12 sites that repackage Reddit also got cited
    These sites scrape or summarize Reddit threads. Together: 114 citations across the 600 July answers.
    ggummysearch.com54rredditrecs.com13rredrecs.com13tthreadlens.co.uk12wwhatredditthinks.com5rrankedbyreddit.com4tthreadverdict.com3rreccs.co3rreddb.ai3ggrowreddit.com2rredditconsumer.com1rredditpicks.app1

    Everyone watches reddit.com. Almost nobody watches these. They are a second way into AI answers, still small and easy to compete with. For now.

    Every domain the models cited
    All 362 domains from the July runs. Switch the view to see what GPT-4.1 mini cited on the same questions: the last configuration where the open web still shows up.
    #DomainAnswers citing itTotalNamedControls
    1rreddit.com344223121
    2ggummysearch.com541836
    3ttechradar.com14311
    4rredditrecs.com1349
    5rredrecs.com1358
    6tthreadlens.co.uk1275
    7ttrustpilot.com12012
    8ttomsguide.com918
    9fforbes.com808
    10fforums.tomshardware.com606
    11bbusinesswire.com532
    12een.wikipedia.org514
    13fforums.macrumors.com505
    14ttripadvisor.com505
    15wwhathifi.com505
    16wwhatredditthinks.com541
    17aaitooldiscovery.com413
    18bbleepingcomputer.com404
    19bbogleheads.org404
    20ccommunity.ricksteves.com404
    21fflyertalk.com404
    22gg2.com404
    23hhearingtracker.com404
    24nnextdoor.com404
    25ppainonsocial.com422
    26pprnewswire.com404
    27rrankedbyreddit.com422
    28ssoftwareengineering.stackexchange.com404
    29ttomshardware.com404
    30wworkplace.stackexchange.com404
    31aarxiv.org303
    32bbuylife.co312
    33ccapterra.com303
    34fforums.anandtech.com303
    35ggearspace.com303
    36gglassdoor.com303
    37hhead-fi.org303
    38hhealthline.com303
    39llider.cl303
    40mmarketplace.qantas.com303
    41mmeta.stackexchange.com303
    42mmumsnet.com303
    43pparse.gl303
    44qqarera.com321
    45rreccs.co312
    46rreddb.ai312
    47ssimplywall.st312
    48ssoftwarerecs.stackexchange.com303
    49ssoundandvision.com303
    50sstackoverflow.com303
    50 of 362 domains
    Open the full 8,616-run data

    Every question exists in two versions: one naming Reddit, one asking only about online communities. The pair column links each prompt to its twin. Search all 8,616 rows; configurations stay separate, and the July rows carry full logging.

    8,616 matching rowsOriginal, retry and model-replication results are kept as separate rows.
    Dataset Model Row Pair Prompt Result Cited domains
    Broad source experiment (2,000) GPT-4.1 mini 1 N/A Which websites publish the most useful and reliable information about online payment processors in 2026? Explain the selection and include citations. Other sources only nerdwallet.comnoizz.iopaymentgateway.caprocessorreport.comtechradar.com
    Broad source experiment (2,000) GPT-4.1 mini 2 N/A Which sleep tracking apps offer the best value for money in July 2026? Compare current pricing and include citations. Other sources only appshunter.iodailygenius.commwm.aipinterest.comsnollo.comtagtec.netwomenshealthmag.com
    Broad source experiment (2,000) GPT-4.1 mini 3 N/A Compare the leading language learning apps in 2026 without citing company, provider, or product websites. Include citations. Other sources only appstested.comccubeacademy.comnosweatsaas.compreply.com
    Broad source experiment (2,000) GPT-4.1 mini 4 N/A What changed in the market for car insurance during the past 12 months? Include current citations. Other sources only billlayneinsurance.comla.govlexisnexis.commoneygeek.compia.org
    Broad source experiment (2,000) GPT-4.1 mini 5 N/A What are the biggest risks, drawbacks, hidden costs, or limitations of the leading coding bootcamps? Include citations. Other sources only algocademy.comdigitaldefynd.comsalesforceben.com
    Broad source experiment (2,000) GPT-4.1 mini 6 N/A Which companies, providers, or products lead the market for learning management systems in July 2026? Use measurable evidence rather than reputation and include citations. Other sources only grandviewresearch.comwmtips.com
    Broad source experiment (2,000) GPT-4.1 mini 7 N/A Which cloud storage services are the safest and most reliable in 2026? Support every recommendation with citations. Other sources only dailyvanguard.comdupple.comhosteager.comitpro.comrustore.rutechradar.comyahoo.com
    Broad source experiment (2,000) GPT-4.1 mini 8 N/A Using only primary, government, academic, regulatory, or standards sources, explain how to evaluate extended detection and response platforms in 2026. Include citations. Other sources only nist.gov
    Broad source experiment (2,000) GPT-4.1 mini 9 N/A Which newer hotel booking platforms are gaining attention in 2026, and what is driving the interest? Include current citations. Other sources only bookingwhizz.combreakingtravelnews.comcostar.comhospitality.todayhoteltechnologynews.comskift.comwikipedia.org
    Broad source experiment (2,000) GPT-4.1 mini 10 N/A Compare the leading home electric vehicle chargers in 2026 without using affiliate review sites. Include citations. Other sources only 1a.ltcaranddriver.comemporiaenergy.comievchina.comlightbulbs.comrenewableoutdoors.com
    Broad source experiment (2,000) GPT-4.1 mini 11 N/A What changed in the market for managed cloud databases during the past 12 months? Include current citations. Other sources only clouddatainsights.comgrandviewresearch.comitpro.com
    Broad source experiment (2,000) GPT-4.1 mini 12 N/A Which sources offer the most trustworthy guidance on vacation rental platforms in 2026? Favor sources that disclose their methods and commercial relationships, and include citations. Other sources only finderslist.comforbes.comnortonmediaenterprise.comtravelclubreview.com
    Broad source experiment (2,000) GPT-4.1 mini 13 N/A Compare the leading online stock brokers in 2026 without using affiliate review sites. Include citations. Other sources only decodethefuture.org
    Broad source experiment (2,000) GPT-4.1 mini 14 N/A Compare the leading sales intelligence tools in 2026 without citing company, provider, or product websites. Include citations. Other sources only hansdekker.aipikaseo.comsalesquants.comtoolradar.comwithlantern.com
    Broad source experiment (2,000) GPT-4.1 mini 15 N/A Using only primary, government, academic, regulatory, or standards sources, explain how to evaluate cloud-native application protection platforms in 2026. Include citations. Other sources only nist.gov
    Broad source experiment (2,000) GPT-4.1 mini 16 N/A Which companies, providers, or products lead the market for online course platforms in July 2026? Use measurable evidence rather than reputation and include citations. Other sources only wmtips.com
    Broad source experiment (2,000) GPT-4.1 mini 17 N/A Where do credible sources disagree about the best coding bootcamps in 2026? Explain the disagreement and cite each side. Other sources only careerkarma.comswitchup.org
    Broad source experiment (2,000) GPT-4.1 mini 18 N/A Compare the leading robo-advisors in 2026 without using affiliate review sites. Include citations. No tracked citation -
    Broad source experiment (2,000) GPT-4.1 mini 19 N/A Where do credible sources disagree about the best customer support software in 2026? Explain the disagreement and cite each side. Other sources only costbench.comsupportwire.ai
    Broad source experiment (2,000) GPT-4.1 mini 20 N/A What changed in the market for baby monitors during the past 12 months? Include current citations. Other sources only databridgemarketresearch.comglobenewswire.commordorintelligence.comskymarketinsights.com
    Broad source experiment (2,000) GPT-4.1 mini 21 N/A Where do credible sources disagree about the best registered agent services in 2026? Explain the disagreement and cite each side. Other sources only hustlerslibrary.com
    Broad source experiment (2,000) GPT-4.1 mini 22 N/A What do independent reviewers recommend for identity security platforms in 2026? Exclude vendor marketing claims and include citations. Other sources only delinea.com
    Broad source experiment (2,000) GPT-4.1 mini 23 N/A Which companies, providers, or products lead the market for identity security platforms in July 2026? Use measurable evidence rather than reputation and include citations. Other sources only loginradius.comokta.comprnewswire.comsecurityboulevard.comtechdogs.com
    Broad source experiment (2,000) GPT-4.1 mini 24 N/A Fact-check the most common marketing claims made about leading televisions. Use original evidence where possible and include citations. Other sources only gamespot.commacworld.comtechspot.comtomsguide.com
    Broad source experiment (2,000) GPT-4.1 mini 25 N/A What does Reddit recommend for point-of-sale systems in 2026? Cite the specific Reddit threads or comments used. Reddit cited reddit.com
    Broad source experiment (2,000) GPT-4.1 mini 26 N/A Which credit cards are best for first-time customers and ordinary households in 2026? Include citations. Other sources only bankingdeal.comcardcompass.appclearvaluelending.comfioney.comfirstcard.applendstart.commgnews.netmoneylion.comqz.com
    Broad source experiment (2,000) GPT-4.1 mini 27 N/A Compare the leading personal loans in 2026 without using affiliate review sites. Include citations. Other sources only forbes.comglobalfinanceguide.comlendwyse.com
    Broad source experiment (2,000) GPT-4.1 mini 28 N/A Which websites publish the most useful and reliable information about cloud-native application protection platforms in 2026? Explain the selection and include citations. Other sources only capitalbay.newsconstellationr.comexpertinsights.comgartner.compeerspot.comstartupstash.com
    Broad source experiment (2,000) GPT-4.1 mini 29 N/A Compare the leading home security systems in 2026 without using affiliate review sites. Include citations. Other sources only alarm-reviews.netchicagohomesecuritypros.comguruin.comhomedepot.comsafehome.orgsecurity.orgsecuritycompasshq.comshieldhome.protechhive.comtop-home-security.com
    Broad source experiment (2,000) GPT-4.1 mini 30 N/A Which AI image generators are the safest and most reliable in 2026? Support every recommendation with citations. Other sources only aigptjournal.comaitoolsrecap.comeconomictimes.comlarazon.esstarthubasia.comwebsim.com
    Broad source experiment (2,000) GPT-4.1 mini 31 N/A Where do credible sources disagree about the best budgeting apps in 2026? Explain the disagreement and cite each side. Other sources only forbes.comnerdwallet.com
    Broad source experiment (2,000) GPT-4.1 mini 32 N/A Which checking accounts are the safest and most reliable in 2026? Support every recommendation with citations. Other sources only forbes.commoneyatlas.comtiller.comtradingpedia.netwalletgrower.com
    Broad source experiment (2,000) GPT-4.1 mini 33 N/A What are the biggest risks, drawbacks, hidden costs, or limitations of the leading residential solar panels? Include citations. Other sources only energysage.comnachi.orgreference.comsolarhomeshield.comsolartechera.com
    Broad source experiment (2,000) GPT-4.1 mini 34 N/A Using only primary, government, academic, regulatory, or standards sources, explain how to evaluate flight booking websites in 2026. Include citations. Other sources only colorado.educonsumerreports.orgconsumersadvocate.org
    Broad source experiment (2,000) GPT-4.1 mini 35 N/A Which newer workout apps are gaining attention in 2026, and what is driving the interest? Include current citations. Other sources only androidcentral.comboostcamp.appsensai.fittechradar.com
    Broad source experiment (2,000) GPT-4.1 mini 36 N/A Which shipping management software are best for small teams and growing companies in 2026? Include citations. Other sources only atoship.comauspost.com.aubrandcrowd.comfreightfigures.comhubspot.compeerspot.comprlog.org
    Broad source experiment (2,000) GPT-4.1 mini 37 N/A Using only official company, provider, or product sources, compare the leading online payment processors in 2026. Include citations. Other sources only adyen.comstripe.comworldpay.com
    Broad source experiment (2,000) GPT-4.1 mini 38 N/A What changed in the market for managed detection and response services during the past 12 months? Include current citations. Other sources only econmarketresearch.comgrandviewresearch.comitpro.comprnewswire.comtechradar.com
    Broad source experiment (2,000) GPT-4.1 mini 39 N/A Where do credible sources disagree about the best online therapy services in 2026? Explain the disagreement and cite each side. Other sources only simplypsychology.com
    Broad source experiment (2,000) GPT-4.1 mini 40 N/A Using only official company, provider, or product sources, compare the leading term life insurance in 2026. Include citations. No tracked citation -
    Broad source experiment (2,000) GPT-4.1 mini 41 N/A Which baby strollers are best for caregivers and families with complex or ongoing needs in 2026? Include citations. Other sources only babylux.nlfromrebel.comjakewell.com.hkmacrobaby.comparentsimple.orgshopbornbaby.comthule.com
    Broad source experiment (2,000) GPT-4.1 mini 42 N/A What do independent reviewers recommend for online therapy services in 2026? Exclude vendor marketing claims and include citations. Other sources only causeartist.comcerebral.comhealthline.comoncedaily.copsychcentral.comsimplypsychology.comtherapyinvite.comwearetenet.com
    Broad source experiment (2,000) GPT-4.1 mini 43 N/A What changed in the market for workout apps during the past 12 months? Include current citations. Other sources only axios.comcyclingweekly.comfortunebusinessinsights.comgrandviewresearch.commarieclaire.co.ukmobile-squad.comtechradar.comtomsguide.com
    Broad source experiment (2,000) GPT-4.1 mini 44 N/A What do real users and online communities recommend for business formation services in 2026? Cite the specific discussions or community sources used. Other sources only bizee.combrandfetch.comclipground.comtrustpilot.com
    Broad source experiment (2,000) GPT-4.1 mini 45 N/A Which vacation rental platforms are best for frequent travelers and business travelers in 2026? Include citations. Other sources only evolvenutrition.com.auhoufy.comnortonmediaenterprise.comprnewswire.comradcity.netsitemile.comsmoobu.comthemuse.com
    Broad source experiment (2,000) GPT-4.1 mini 46 N/A What changed in the market for electric vehicles during the past 12 months? Include current citations. Other sources only autocarindia.comcoxautoinc.comeuropa.euinvesting.comnada.org
    Broad source experiment (2,000) GPT-4.1 mini 47 N/A Which customer support software are best for small teams and growing companies in 2026? Include citations. Other sources only costbench.cominabaweb.comlead4pro.compartnerpage.iopassionfroot.meselvo.cotheaiinsider.tech
    Broad source experiment (2,000) GPT-4.1 mini 48 N/A What does Reddit recommend for inventory management software in 2026? Cite the specific Reddit threads or comments used. Reddit cited reddit.com
    Broad source experiment (2,000) GPT-4.1 mini 49 N/A Using only primary, government, academic, regulatory, or standards sources, explain how to evaluate smartphones in 2026. Include citations. Other sources only smartphony.org
    Broad source experiment (2,000) GPT-4.1 mini 50 N/A What do independent reviewers recommend for retrieval-augmented generation platforms in 2026? Exclude vendor marketing claims and include citations. Other sources only aitoptenrank.comdupple.comgoodeyelabs.commixpeek.com
    Broad source experiment (2,000) GPT-4.1 mini 51 N/A What do real users and online communities recommend for vector databases in 2026? Cite the specific discussions or community sources used. Other sources only genaizurich.chgithub.comglobenewswire.comlogowik.comx.com
    Broad source experiment (2,000) GPT-4.1 mini 52 N/A Which international eSIM providers offer the best value for money in July 2026? Compare current pricing and include citations. Other sources only lebigdata.frmayasimperio.comscribehow.comtravlists.com
    Broad source experiment (2,000) GPT-4.1 mini 53 N/A Where do credible sources disagree about the best managed detection and response services in 2026? Explain the disagreement and cite each side. Other sources only uinat.comworldmetrics.org
    Broad source experiment (2,000) GPT-4.1 mini 54 N/A Where do credible sources disagree about the best e-commerce platforms in 2026? Explain the disagreement and cite each side. Other sources only propicked.comtechradar.com
    Broad source experiment (2,000) GPT-4.1 mini 55 N/A Fact-check the most common marketing claims made about leading business accounting software. Use original evidence where possible and include citations. Other sources only bestaiaccounting.comsage.comsoftwareadvice.comxero.com
    Broad source experiment (2,000) GPT-4.1 mini 56 N/A What are the best wireless headphones in 2026? Compare the leading options and include citations. Other sources only backmarket.comlmt.lvluluhypermarket.comqantas.comsoundandvision.comsoundguys.comtechgearlab.comtechradar.comwhathifi.com
    Broad source experiment (2,000) GPT-4.1 mini 57 N/A Where do credible sources disagree about the best business formation services in 2026? Explain the disagreement and cite each side. Other sources only forbes.comllc.org
    Broad source experiment (2,000) GPT-4.1 mini 58 N/A Which websites publish the most useful and reliable information about retrieval-augmented generation platforms in 2026? Explain the selection and include citations. Other sources only aitoolfinder.orggithub.iogoodfirms.colibrancy.aitomsguide.com
    Broad source experiment (2,000) GPT-4.1 mini 59 N/A Compare the leading flight booking websites in 2026 without using affiliate review sites. Include citations. Other sources only camli.comhardreset.infoinspirefusion.comkayak.comrealjourneytravels.comsmartertravel.comuiland.design
    Broad source experiment (2,000) GPT-4.1 mini 60 N/A Which companies, providers, or products lead the market for managed detection and response services in July 2026? Use measurable evidence rather than reputation and include citations. Other sources only absolutereports.combusinessresearchinsights.commarketsandmarkets.com
    Broad source experiment (2,000) GPT-4.1 mini 61 N/A Compare the leading project management software in 2026 without using affiliate review sites. Include citations. Other sources only techrepublic.com
    Broad source experiment (2,000) GPT-4.1 mini 62 N/A Fact-check the most common marketing claims made about leading tax preparation software. Use original evidence where possible and include citations. Other sources only ftc.govinvesting.commanatt.comterms.law
    Broad source experiment (2,000) GPT-4.1 mini 63 N/A What does Reddit recommend for online stock brokers in 2026? Cite the specific Reddit threads or comments used. Reddit cited reddit.com
    Broad source experiment (2,000) GPT-4.1 mini 64 N/A Compare the leading checking accounts in 2026 without citing company, provider, or product websites. Include citations. No tracked citation -
    Broad source experiment (2,000) GPT-4.1 mini 65 N/A What do real users and online communities recommend for sleep tracking apps in 2026? Cite the specific discussions or community sources used. Other sources only appshunter.ioappstested.comfunq.jpharveynorman.com.aulearnenglish100.comsleepfoundation.orgtechinnovateapps.comtomsguide.comuiland.design
    Broad source experiment (2,000) GPT-4.1 mini 66 N/A Which websites publish the most useful and reliable information about e-commerce platforms in 2026? Explain the selection and include citations. Other sources only forbes.comstorebuilders.infotechradar.comtoolradar.comtop10sitesreview.com
    Broad source experiment (2,000) GPT-4.1 mini 67 N/A Which companies, providers, or products lead the market for AI image generators in July 2026? Use measurable evidence rather than reputation and include citations. Other sources only aicpb.commorphed.appramp.comseektool.ai
    Broad source experiment (2,000) GPT-4.1 mini 68 N/A Using only primary, government, academic, regulatory, or standards sources, explain how to evaluate baby strollers in 2026. Include citations. No tracked citation -
    Broad source experiment (2,000) GPT-4.1 mini 69 N/A Compare the leading term life insurance in 2026 without using affiliate review sites. Include citations. Other sources only insure.commoneygeek.comwork-club.com
    Broad source experiment (2,000) GPT-4.1 mini 70 N/A Which tax preparation software are best for experienced investors and customers with complex financial needs in 2026? Include citations. Other sources only aol.comgettyimages.comkiplinger.comrefundatlas.comtastytrade.comtomsguide.com
    Broad source experiment (2,000) GPT-4.1 mini 71 N/A Using only official company, provider, or product sources, compare the leading AI coding assistants in 2026. Include citations. Other sources only openai.com
    Broad source experiment (2,000) GPT-4.1 mini 72 N/A Which newer e-commerce platforms are gaining attention in 2026, and what is driving the interest? Include current citations. Other sources only brandongroup.itdigitalcommerce360.comstartupfortune.comtechradar.comtopdowntrading.co.ukwikipedia.org
    Broad source experiment (2,000) GPT-4.1 mini 73 N/A Fact-check the most common marketing claims made about leading car insurance. Use original evidence where possible and include citations. Other sources only carinsurancequotepro.comconsumeraffairs.comftc.govinsurancenavy.comleadstories.comlibertymutualgroup.com
    Broad source experiment (2,000) GPT-4.1 mini 74 N/A Compare the leading sleep tracking apps in 2026 without using affiliate review sites. Include citations. Other sources only alem.com.trbestapprankings.cometechshout.comharveynorman.com.aumaisonsante.frsleepfoundation.orgtomsguide.comwomenshealthmag.com
    Broad source experiment (2,000) GPT-4.1 mini 75 N/A Which companies, providers, or products lead the market for dietary supplements in July 2026? Use measurable evidence rather than reputation and include citations. No tracked citation -
    Broad source experiment (2,000) GPT-4.1 mini 76 N/A Compare the leading parental control apps in 2026 without citing company, provider, or product websites. Include citations. Other sources only onlinesafetychecker.comparentherald.comtechradar.comtomsguide.com
    Broad source experiment (2,000) GPT-4.1 mini 77 N/A Which laptops are the safest and most reliable in 2026? Support every recommendation with citations. Other sources only bakuelectronics.azforbes.comlenovo.commcstore.com.uanotebookcheck.infooutlookbusiness.comtomsguide.comwindowscentral.com
    Broad source experiment (2,000) GPT-4.1 mini 78 N/A What do real users and online communities recommend for wireless headphones in 2026? Cite the specific discussions or community sources used. Other sources only bhphotovideo.comlmt.lvluluhypermarket.comqantas.comsoundandvision.comtechradar.comwhathifi.com
    Broad source experiment (2,000) GPT-4.1 mini 79 N/A What do real users and online communities recommend for high-yield savings accounts in 2026? Cite the specific discussions or community sources used. Other sources only bogleheads.orgmoneytalksnews.com
    Broad source experiment (2,000) GPT-4.1 mini 80 N/A Which home security systems are best for experienced homeowners and property managers in 2026? Include citations. Other sources only chicagohomesecuritypros.comguruin.comhomedepot.comsafehome.orgsecurity.orgsecuritycompasshq.comsecuritysystemsreview.comtechhive.comtop-home-security.com
    Broad source experiment (2,000) GPT-4.1 mini 81 N/A What do independent reviewers recommend for Wi-Fi routers in 2026? Exclude vendor marketing claims and include citations. Other sources only bestbuy.comcryptocomputing.cafrontdeskreview.commicroless.comrozetka.com.uashi.catomsguide.comyoutube.com
    Broad source experiment (2,000) GPT-4.1 mini 82 N/A Using only official company, provider, or product sources, compare the leading learning management systems in 2026. Include citations. Other sources only continu.comd2l.cominstructure.comprnewswire.comtechtarget.comwikipedia.org
    Broad source experiment (2,000) GPT-4.1 mini 83 N/A Which companies, providers, or products lead the market for home gym equipment in July 2026? Use measurable evidence rather than reputation and include citations. Other sources only gminsights.comintelmarketresearch.com
    Broad source experiment (2,000) GPT-4.1 mini 84 N/A Which newer home warranty providers are gaining attention in 2026, and what is driving the interest? Include current citations. Other sources only einnews.comempirehomeprotect.comforbes.comthehomewarrantyguides.com
    Broad source experiment (2,000) GPT-4.1 mini 85 N/A Which online payment processors offer the best value for money in July 2026? Compare current pricing and include citations. Other sources only kurums.comnerdwallet.com
    Broad source experiment (2,000) GPT-4.1 mini 86 N/A What changed in the market for time tracking software during the past 12 months? Include current citations. Other sources only databridgemarketresearch.comgrandviewresearch.comtechnavio.com
    Broad source experiment (2,000) GPT-4.1 mini 87 N/A What does Reddit recommend for homeschool platforms in 2026? Cite the specific Reddit threads or comments used. No tracked citation -
    Broad source experiment (2,000) GPT-4.1 mini 88 N/A Which newer home gym equipment are gaining attention in 2026, and what is driving the interest? Include current citations. Other sources only completegyms.comflaruva.comknowledgelib.iot3.comwallpaper.com
    Broad source experiment (2,000) GPT-4.1 mini 89 N/A What changed in the market for customer support software during the past 12 months? Include current citations. Other sources only grandviewresearch.comitpro.comtechradar.comyahoo.comzipdo.co
    Broad source experiment (2,000) GPT-4.1 mini 90 N/A Using only primary, government, academic, regulatory, or standards sources, explain how to evaluate password managers in 2026. Include citations. Other sources only iso.orgnist.gov
    Broad source experiment (2,000) GPT-4.1 mini 91 N/A Which customer support software offer the best value for money in July 2026? Compare current pricing and include citations. Other sources only costbench.comforbes.cominabaweb.commatch-vs.compartnerpage.iotheaiinsider.tech
    Broad source experiment (2,000) GPT-4.1 mini 92 N/A What does Reddit recommend for babysitting services in 2026? Cite the specific Reddit threads or comments used. No tracked citation -
    Broad source experiment (2,000) GPT-4.1 mini 93 N/A Which companies, providers, or products lead the market for retirement investing platforms in July 2026? Use measurable evidence rather than reputation and include citations. Other sources only ark7.comthestreet.comwealthforseniors.com
    Broad source experiment (2,000) GPT-4.1 mini 94 N/A Compare the leading home electric vehicle chargers in 2026 without citing company, provider, or product websites. Include citations. Other sources only 1a.ltcaranddriver.comevchargingmag.comlightbulbs.comrenewableoutdoors.comwattlogic.com
    Broad source experiment (2,000) GPT-4.1 mini 95 N/A Compare the leading registered agent services in 2026 without citing company, provider, or product websites. Include citations. No tracked citation -
    Broad source experiment (2,000) GPT-4.1 mini 96 N/A Using only official company, provider, or product sources, compare the leading migraine treatment services in 2026. Include citations. No tracked citation -
    Broad source experiment (2,000) GPT-4.1 mini 97 N/A Fact-check the most common marketing claims made about leading security information and event management platforms. Use original evidence where possible and include citations. Other sources only blumira.comlumificyber.compaloaltonetworks.comtechtarget.com
    Broad source experiment (2,000) GPT-4.1 mini 98 N/A Where do credible sources disagree about the best resume builders in 2026? Explain the disagreement and cite each side. Other sources only techtimes.com
    Broad source experiment (2,000) GPT-4.1 mini 99 N/A Using only primary, government, academic, regulatory, or standards sources, explain how to evaluate retrieval-augmented generation platforms in 2026. Include citations. Other sources only nih.govnist.govstanford.eduvips.edu
    Broad source experiment (2,000) GPT-4.1 mini 100 N/A Where do credible sources disagree about the best grocery delivery services in 2026? Explain the disagreement and cite each side. Other sources only grocerychop.commoneytipshub.comweebly.com