One marketing need. Multiple leading AI platforms. One transparent consensus. How it works
AI MarketingConsensus Index

AI Consensus Fit Review

Frase AI Content Brief Tool Fit Review

Frase is a good fit for AI Content Brief Tools, with six of seven platforms naming it during ranking discovery and an average listed rank of 2.0.

Research: 2026-09-187 usable platform responsesRead the methodology ↗

Answer Capsule

Frase is a good fit for AI Content Brief Tools, with six of seven platforms naming it during ranking discovery and an average listed rank of 2.0. Its strongest case is SERP-driven brief generation: automated briefs compile search intent, People Also Ask questions, competitor headings, topics, statistics, and links into a structured outline [1]. The main limitation is pricing and packaging instability. Current official pricing lists Starter at $39/month billed yearly or $49 month-to-month and Professional at $103 yearly or $129 monthly, but older plan names and prices still circulate widely, and several platforms flagged the conflict [3]. Buyers should confirm the exact plan, limits, and overage behavior in writing before purchase.

Research Snapshot

FieldFinding
Platform mentions in ranking stage6 of 7 configured platforms (anthropic, deepseek, google, grok, openai, perplexity)
Share of included platform responses85.7%
Average listed rank2.0
Best listed rank1 (deepseek, google, grok)
Relevant product/model/planFrase Starter or Professional plan, using the SEO Research and automated Content Brief workflow
Overall use-case fitGood — strong brief generation, qualified by pricing conflicts and unverified AI-search claims
Research date2026-09-18

Why Frase Qualified for This Study

Questions This Section Answers

  • Is Frase a good choice for AI Content Brief Tools?
  • How many AI platforms recommended Frase for content brief generation in 2026?

Frase qualified because it was named by six of the seven configured platforms during ranking discovery, with an average listed rank of 2.0 and a best rank of 1 (deepseek, google, grok). Only one configured platform did not name it in the ranking stage. That is the strongest single signal in this study: the tool was repeatedly surfaced by independent platform research when asked which AI content brief tools to recommend.

The qualification is not just about frequency. Every platform that named Frase tied it to the same core capability — turning SERP research into a structured brief before drafting begins. OpenAI described automated briefs combining guidelines, titles, People Also Ask questions, SERP results, outlines, topics, questions, statistics, and links [6]. Anthropic described brief generation that analyzes search results to extract topics, questions, and structure guidance [7]. Perplexity described a research panel with a Generate Brief action that collects titles, headings, competitor structures, topics, keyword clusters, questions, stats, and links [8]. Google described a quick-brief builder compiling competitor headers, links, and search queries into a handoff document in roughly 90 seconds [9].

Fit ratings varied by platform: google, grok, and kimi rated Frase a strong fit; openai, anthropic, and deepseek rated it a good fit; perplexity rated it mixed. That spread matters. The disagreement is not about whether Frase generates briefs — it is about pricing clarity, plan naming, and whether AI-search features are documented well enough to rely on.

The Product, Model, Plan, or Service Most Relevant to AI Content Brief Tools

Questions This Section Answers

  • Which Frase plan should a content team choose for AI content brief generation?
  • Does Frase's Starter plan include enough articles and seats for a small content team?

The most relevant offering is the Frase Professional plan, using the SEO Research and automated Content Brief workflow. Five of seven platforms pointed to Professional or a team-tier plan as the practical choice (openai, anthropic, grok, perplexity, google). Starter is the entry point but is constrained: one seat, one site, 10 articles, and 50 audit pages monthly, with no overage option — Frase holds at the limit until the cycle resets or the buyer upgrades [10].

Professional adds three seats, five sites, 40 articles, and 250 audit pages monthly, plus a content calendar and internal linking suggestions [10]. Extra seats cost $29/month each on Professional and Scale [12]. Anthropic noted that most small teams do not land on Starter because of its limits and instead land on Professional [12].

Plan naming is the central confusion. Current official pricing lists Starter, Professional, Scale, and Enterprise [10]. Older and third-party sources still describe Solo, Basic, and Team tiers — Solo at $15/month for 4 documents, Basic at $45/month for 30 documents, Team at $115/month for unlimited documents [14]. DeepSeek's research date was 2026-05-19, earlier than the other platforms, and its pricing snapshot was dated November 4, 2022 [14]. Kimi reported yet another set: Solo at $45/month for 4 articles and Basic at $115/month for 30 articles [16]. These are not reconcilable from the supplied evidence. Buyers should treat any plan name other than Starter, Professional, Scale, or Enterprise as unverified.

What the AI Platforms Agreed About

Questions This Section Answers

  • What do AI platforms agree Frase does well for content brief creation?
  • Does Frase extract People Also Ask questions and competitor headings for briefs?

Agreement was strong on four points.

First, brief generation from SERP research is Frase's core strength. OpenAI, anthropic, perplexity, google, grok, and kimi all described the same mechanism: analyze top-ranking pages, extract structure, and assemble a brief [17]. Kimi reported full briefs generated in under two minutes by scraping the top 20 Google results [23].

Second, question and People Also Ask extraction is consistently documented. OpenAI listed People Also Ask questions and questions found across search-result content as brief components [17]. Grok reported People Also Ask extraction plus questions pulled from Reddit [21]. Google reported People Also Ask and Reddit/Quora forum queries [20].

Third, competitor heading and gap analysis is a shared finding. Anthropic cited heading gap analysis that identifies missing content topics [24]. Perplexity described reading ranking pages, breaking down structure, and flagging competitor gaps [26]. Google described extraction of H1–H4 headings, word counts, and image counts [20].

Fourth, briefs export to Google Docs. DeepSeek reported briefs export to Google Docs as shareable SEO documents [27]. Google described native Google Docs and WordPress integrations [20]. Kimi reported PDF and Google Docs export on Basic plan and above, but noted no native Google Docs integration [23] — a direct conflict with Google's claim that the integration is native.

Where the AI Platforms Disagreed or Were Uncertain

Questions This Section Answers

  • Why do AI platforms disagree about Frase's current pricing and plan names?
  • Is Frase's GEO scoring proven to improve AI search citations?

Pricing and plan structure produced the sharpest disagreement. OpenAI, anthropic, grok, perplexity, and google all reported Starter at $39/month annual or $49 monthly, and Professional at $103 annual or $129 monthly [28]. DeepSeek and kimi reported older structures — Solo, Basic, and Team — that do not match [33]. Perplexity rated its own pricing confidence low and stated that public pages conflict on current plans and amounts [31]. Anthropic rated pricing confidence high but still flagged that older reviews cite outdated plans [36].

Entity handling is uncertain. OpenAI stated that dedicated entity coverage is not clearly documented as a first-class feature and that Frase documents topics, semantic topics, and clusters as proxies [37]. Anthropic, by contrast, listed entity detection as part of the brief builder [39]. DeepSeek reported entities as a brief component but cited only a partial-strength review [40]. The evidence does not settle whether Frase offers entity-level recommendations distinct from semantic topics.

AI-search and GEO claims are platform-reported and unvalidated. Anthropic stated that no independent validation exists showing Frase's GEO scoring improves AI citation rates, and that the claim is company-reported [41]. OpenAI stated that AI-search tracking and GEO scoring do not establish that content will be cited or ranked [43]. DeepSeek found no verified evidence of AI-search or search-intent optimization capabilities at all [40]. Perplexity found that AI-search-specific brief features are not clearly documented on the core brief pages it checked [44].

Keyword research is a consistent limitation. Anthropic, perplexity, and google all reported that Frase lacks a dedicated keyword research engine with search volume, difficulty scores, and backlink gap analysis [46]. Buyers needing keyword discovery must pair Frase with a separate tool.

Use-Case-Specific Features and Capabilities

Questions This Section Answers

  • Does Frase cover topic clusters, subtopics, and search intent for comprehensive briefs?
  • Can Frase briefs support both traditional SEO and AI search optimization?

Topic coverage and subtopics: supported. OpenAI reported that automated briefs include SEO keywords, semantic topics, topic clusters, and an AI-suggested outline derived from top-ranking pages [49]. Anthropic reported topic gap detection comparing your content against competing pages, with a Topic Score measuring coverage depth [50]. Grok reported briefs built from the top 20 SERP pages including headings, word count targets, People Also Ask questions, stats, and subtopics in roughly 90 seconds [52].

Relevant questions and search intent: supported. OpenAI reported title options generated from search intent plus high-level content goals [49]. Anthropic reported that Frase categorizes search intent by page type and format rather than traditional intent categories, and extracts People Also Ask boxes and Featured Snippet types [53]. Google reported extraction of People Also Ask and forum queries [55].

Competitor analysis: supported, with depth caveats. OpenAI reported that the brief workflow exposes top-ranking result titles, meta descriptions, links, and competitor structures, but stated the evidence does not establish depth, breadth, or accuracy for every query [49]. Anthropic reported competitor H2/H3 headings, word counts, backlinks, domain authority, and question frequency [50].

Entities: unclear. As noted above, platforms split on whether entity handling is a first-class feature [58].

Traditional and AI search recommendations: partially supported. Current plans include SEO and GEO scoring plus AI-visibility tracking [61]. Anthropic reported AI Visibility tracking across 8 platforms [62]. Google reported GEO scoring tracking citation likelihood across ChatGPT, Perplexity, and Gemini [63]. But the cited brief documentation itself centers on Google SERP research rather than a complete AI-search citation methodology [49].

Workflow and collaboration: supported with limits. Professional includes three seats, five sites, a content calendar, and internal linking suggestions, and can publish to WordPress, Webflow, Sanity, Wix, or FraseCMS [61]. Anthropic and perplexity both reported that collaboration and governance controls are lighter than dedicated content platforms, with editorial review still requiring external tools like Google Docs [64].

Bulk and programmatic brief creation: not supported. Google reported that Frase is a document-at-a-time tool without native batch or bulk brief creation from spreadsheets [55].

Pricing, Fees, Contracts, and Ongoing Costs

Questions This Section Answers

  • How much does Frase cost per month for a content team, and what do extra seats add?
  • Are there cancellation fees or refunds on a Frase annual subscription?

Current official pricing, as retrieved for this study, lists Starter at $39/month billed yearly or $49 month-to-month, Professional at $103/month billed yearly or $129 month-to-month, and Scale at $239/month billed yearly or $299 month-to-month [67]. Annual billing saves 20% [69]. A seven-day free trial with no credit card is advertised [67].

Known additional costs: extra seats at $29/month each on Professional and Scale [72]. Professional pay-as-you-go overages, optional and off by default, are $5 per extra article, $0.50 per audit page, and $0.25 per AI prompt; Scale overages are $4, $0.40, and $0.20 [67]. FraseCMS hosting is included at 100,000 monthly page views, with Basic at $19/month and Pro at $99/month as add-ons [67]. Starter has no overage option and holds at its monthly limits [71].

True-cost warnings are consistent across independent sources. Anthropic reported that real cost often runs 30–78% above sticker price once seats, overages, and optional AI writing add-ons are factored in, and cited an unlimited AI writing add-on at $34.99/month [74]. Grok reported that 2026 sources indicate the AI Agent is now included on all plans, contradicting the add-on claim [75]. Google listed a $35/month Pro Add-On unlocking unlimited AI writing and premium search volume data [76]. These three claims conflict and none is confirmed by the official pricing excerpt retrieved for this study.

Contract terms: the official terms of service state an initial one-year term that automatically renews for equal periods unless either party gives at least 30 days' notice of non-renewal, and that all fees paid are final with no refunds (official:C3). This conflicts with platform-reported claims of a seven-day money-back guarantee [77] and with month-to-month billing availability [70]. Buyers should treat the written terms of service as controlling and confirm refund and cancellation policy in writing.

Best Suited For

Questions This Section Answers

  • Who gets the most value from Frase for AI content brief tools?
  • Is Frase worth it for a content team publishing eight or more articles per month?

Frase is best suited to content teams that need SERP-informed briefs combining search intent, competitor structures, questions, topics, outlines, and links before writers begin drafting [78]. The strongest fits reported across platforms:

  • Content teams producing SEO and AI-search-oriented briefs from Google results [80].
  • Teams publishing roughly 8 or more articles monthly who prioritize research-backed briefs over bulk AI generation [81].
  • SEO professionals and agencies managing multiple campaigns that need standardized, competitor-informed outlines [82].
  • Small to mid-sized teams of 2–5 people with modest monthly output and a consistent publishing cadence [83].
  • Teams that want briefs, drafting, optimization scoring, publishing, and AI-visibility monitoring in one workflow [80].
  • Teams whose bottleneck is research time rather than writing speed [85].

Probably Not Best Suited For

Questions This Section Answers

  • Who should not choose Frase for AI content brief tools?
  • Is Frase a poor fit for teams that need built-in keyword research?

Frase is probably not the best choice for several buyer profiles, and the platforms were consistent on this.

Buyers seeking only lightweight brief generation at the lowest possible cost [86]. Teams requiring independently verified factual research rather than search-result-derived recommendations [86]. Bulk content production shops prioritizing speed and low per-article cost over research depth [87]. Enterprises requiring advanced collaboration, governance, white-labeling, or SSO without an Enterprise contract [88]. Teams focused exclusively on technical SEO, backlink analysis, or keyword discovery — Frase has no dedicated keyword research engine and no backlink gap analysis [89]. High-volume teams needing programmatic or spreadsheet-driven bulk brief creation [91]. Solo operators on very tight budgets, since Starter's 10-article cap is inadequate for most active publishers [92].

When Another Option May Be Better

Questions This Section Answers

  • What is a better alternative to Frase for a buyer who needs built-in keyword research?
  • When should a content team choose Surfer SEO or Clearscope instead of Frase?

Platforms named specific alternatives and the conditions that trigger them.

Choose Surfer SEO when real-time NLP scoring during writing is the priority, or when content is already well-researched but not ranking [94]. Choose Clearscope when enterprise editorial teams need unlimited users on an entry plan or when governance and enterprise collaboration are non-negotiable [94]. Choose MarketMuse when deep topic modeling and inventory analysis for large content libraries matter more than brief speed [94]. Choose NeuronWriter when budget is under roughly $40/month with moderate output needs [94]. Choose SEMrush or Ahrefs when keyword research, technical SEO, backlink intelligence, or rank tracking are required, since Frase is content-layer only [99]. Choose a dedicated GEO or AI-search monitoring tool when prompt-level citation monitoring and cross-engine measurement matter more than SERP-based brief creation [101]. Choose a lower-cost brief-only workflow when the team already owns SEO data, content optimization, and publishing tools [101].

Questions to Verify Before Buying

Questions This Section Answers

  • What should a buyer confirm with Frase before signing an annual contract?
  • Does Frase's selected plan include entity-level recommendations and AI-search features?

Verify these items directly with Frase before purchase, because the supplied evidence conflicts or is incomplete on each:

  1. Which exact current plan includes content brief generation, SERP research, question extraction, competitor analysis, and content optimization [103].
  2. Whether the plan exposes all desired brief inputs — competitor pages, People Also Ask, question extraction, topic clusters, statistics, links, and outline generation — for your target countries and languages [105].
  3. How Frase defines and displays entities, and whether it provides entity-level recommendations distinct from semantic topics or keyword clusters [106].
  4. Whether AI-search recommendations are based on live engine results, modeled data, or monitoring prompts, and which engines are included in the selected plan [108].
  5. Whether optional overages can be disabled, and the effective limits and charges for articles, audits, AI prompts, seats, and sites [110].
  6. The cancellation, renewal, refund, data-export, and content-retention terms for annual and monthly subscriptions, given that the terms of service state a one-year auto-renewing term with no refunds (official:C3).
  7. Whether the workflow supports your CMS, approvals, roles, templates, and required integrations without Enterprise pricing [110].
  8. Whether the unlimited AI writing add-on still exists and at what price, since sources conflict between $34.99/month, $35/month, and inclusion on all plans [113].
  9. What independent customer evidence exists for brief quality and content performance in your industry [108].

Final AI Consensus Verdict

Frase is a good fit for AI content brief tools, with six of seven platforms naming it during ranking discovery and an average listed rank of 2.0. The consensus is strongest on brief generation: every platform that named Frase tied it to SERP-driven research that compiles search intent, questions, competitor headings, topics, statistics, and links into a structured outline before drafting begins [117].

The consensus breaks down on three points. Pricing and plan naming conflict across sources, with current official pages listing Starter, Professional, and Scale while older and third-party sources still describe Solo, Basic, and Team [123]. Entity handling is not clearly documented as a first-class feature [126]. And GEO or AI-search scoring is company-reported without independent validation that it improves AI citation rates [127].

Fit ratings split accordingly: google, grok, and kimi rated Frase strong; openai, anthropic, and deepseek rated it good; perplexity rated it mixed. That spread reflects the pricing and documentation uncertainty rather than disagreement about brief quality.

Buy Frase if your workflow is research-intensive, you publish roughly 8 or more articles monthly, and you can pair it with a separate keyword research tool. Verify the exact plan, limits, overage behavior, and contract terms in writing first. If you need built-in keyword research, enterprise governance, or bulk brief creation, another option is likely better. For the broader field, see the AI Content Brief Tools consensus index, and for adjacent tooling see the ai seo content optimization category directory.

How This Review Was Produced

This review was produced from a single research run dated 2026-09-18 covering seven configured AI platforms: anthropic, deepseek, google, grok, kimi, openai, and perplexity. Each platform was asked which AI content brief tools it would recommend and why, then asked to assess Frase's fit for that use case. Six of the seven platforms named Frase during ranking discovery. All seven produced fit assessments.

Platform responses were aggregated into ranking statistics, fit ratings, use-case findings, pricing summaries, limitations, and verification questions. Citations are platform-reported evidence, not independently verified facts. Company-owned sources are labeled as owned; independent reviews are labeled as independent. No personal testing, customer interviews, or independent verification was performed for this review.

Methodology Limitations

Several limitations apply. Platform-reported research dates differ from the authoritative run date: deepseek reported 2026-05-19 while the other six platforms reported 2026-09-18. DeepSeek's pricing snapshot was dated November 4, 2022, and its search was disabled, so its pricing findings are stale and should not be treated as current [129].

The supplied URLs were collected from platform responses and were not independently validated by the writer stage. Citations are platform-reported evidence, not independently verified facts. No-search model claims require explicit verification before being described as current facts.

Plan names, prices, and feature inclusions conflict across sources and were not resolved by guessing. Where sources disagreed, this review describes the conflict and tells buyers what to verify. AI-search and GEO claims are company-reported and were not independently validated. Platform agreement on a recommendation does not prove product quality. The G2 rating of 4.7/5 from roughly 250-plus reviews is platform-reported with an unclear snapshot date [130].

Sources

Company-Owned Sources

  • Plans & Pricing | Frase Crash Course: https://docs.frase.io/get-started/plans-and-pricing
  • Create a Content Brief in Frase: https://help.frase.io/automated-content-brief-1
  • Create a Content Brief in Frase - Help Center: https://help.frase.io/create-content-brief
  • Frase Pricing, Packages, and Add-ons - Help Center: https://help.frase.io/pricing-plans
  • AI SEO Brief Generator | Write, Grade & Improve Content — BriefIQ: https://www.briefiq.io/
  • The New Frase: Built for Content Teams in the AI Search Era: https://www.frase.io/blog/introducing-the-new-frase-content-intelligence-platform
  • How To Do An SEO Competitor Analysis And Beat The Competition: https://www.frase.io/blog/seo-competitor-analysis
  • SEO & Content Research Tool — Topic to Brief | Frase: https://www.frase.io/features/seo-research
  • Frase plans and pricing: https://www.frase.io/pricing
  • SEO Platform for Content Teams | SEO + GEO | Frase: https://www.frase.io/solutions/seo-teams
  • Official pricing and terms source: https://www.frase.io/company/terms
  • Additional AI research evidence130 records
    1. AI research evidence record openai:brief-help
    2. AI research evidence record anthropic:citation_2
    3. AI research evidence record openai:pricing-official
    4. AI research evidence record anthropic:citation_26
    5. AI research evidence record perplexity:14
    6. AI research evidence record openai:brief-help
    7. AI research evidence record anthropic:citation_2
    8. AI research evidence record perplexity:6
    9. AI research evidence record google:1.1.3
    10. AI research evidence record openai:pricing-official
    11. AI research evidence record anthropic:citation_31
    12. AI research evidence record anthropic:citation_33
    13. AI research evidence record perplexity:3
    14. AI research evidence record deepseek:c2
    15. AI research evidence record anthropic:citation_26
    16. AI research evidence record kimi:rankertoolai-frase-review
    17. AI research evidence record openai:brief-help
    18. AI research evidence record anthropic:citation_2
    19. AI research evidence record perplexity:6
    20. AI research evidence record google:1.1.3
    21. AI research evidence record grok:web:9
    22. AI research evidence record kimi:eesel-ai-brief-generator
    23. AI research evidence record kimi:rankertoolai-frase-review
    24. AI research evidence record anthropic:citation_1
    25. AI research evidence record anthropic:citation_5
    26. AI research evidence record perplexity:5
    27. AI research evidence record deepseek:c1
    28. AI research evidence record openai:pricing-official
    29. AI research evidence record anthropic:citation_27
    30. AI research evidence record grok:web:1
    31. AI research evidence record perplexity:3
    32. AI research evidence record google:1.3.1
    33. AI research evidence record deepseek:c2
    34. AI research evidence record kimi:rankertoolai-frase-review
    35. AI research evidence record perplexity:8
    36. AI research evidence record anthropic:citation_26
    37. AI research evidence record openai:brief-help
    38. AI research evidence record openai:seo-feature
    39. AI research evidence record anthropic:citation_2
    40. AI research evidence record deepseek:c1
    41. AI research evidence record anthropic:citation_11
    42. AI research evidence record anthropic:citation_13
    43. AI research evidence record openai:seo-teams
    44. AI research evidence record perplexity:5
    45. AI research evidence record perplexity:6
    46. AI research evidence record anthropic:citation_16
    47. AI research evidence record anthropic:citation_23
    48. AI research evidence record google:1.1.1
    49. AI research evidence record openai:brief-help
    50. AI research evidence record anthropic:citation_4
    51. AI research evidence record anthropic:citation_6
    52. AI research evidence record grok:web:9
    53. AI research evidence record anthropic:citation_9
    54. AI research evidence record anthropic:citation_10
    55. AI research evidence record google:1.1.3
    56. AI research evidence record openai:agents-blog
    57. AI research evidence record anthropic:citation_7
    58. AI research evidence record openai:seo-feature
    59. AI research evidence record anthropic:citation_2
    60. AI research evidence record deepseek:c1
    61. AI research evidence record openai:pricing-official
    62. AI research evidence record anthropic:citation_13
    63. AI research evidence record google:1.1.4
    64. AI research evidence record anthropic:citation_24
    65. AI research evidence record anthropic:citation_25
    66. AI research evidence record perplexity:12
    67. AI research evidence record openai:pricing-official
    68. AI research evidence record perplexity:3
    69. AI research evidence record anthropic:citation_30
    70. AI research evidence record perplexity:2
    71. AI research evidence record anthropic:citation_31
    72. AI research evidence record anthropic:citation_33
    73. AI research evidence record anthropic:citation_29
    74. AI research evidence record anthropic:citation_32
    75. AI research evidence record grok:web:1
    76. AI research evidence record google:1.3.1
    77. AI research evidence record deepseek:c1
    78. AI research evidence record openai:brief-help
    79. AI research evidence record anthropic:citation_2
    80. AI research evidence record openai:seo-teams
    81. AI research evidence record anthropic:citation_15
    82. AI research evidence record anthropic:citation_4
    83. AI research evidence record anthropic:citation_14
    84. AI research evidence record anthropic:citation_12
    85. AI research evidence record kimi:rankertoolai-frase-review
    86. AI research evidence record openai:seo-teams
    87. AI research evidence record anthropic:citation_18
    88. AI research evidence record anthropic:citation_24
    89. AI research evidence record anthropic:citation_16
    90. AI research evidence record anthropic:citation_23
    91. AI research evidence record google:1.1.3
    92. AI research evidence record anthropic:citation_33
    93. AI research evidence record kimi:rankertoolai-frase-review
    94. AI research evidence record kimi:rankertoolai-frase-review
    95. AI research evidence record google:1.1.1
    96. AI research evidence record anthropic:citation_24
    97. AI research evidence record grok:web:9
    98. AI research evidence record anthropic:citation_18
    99. AI research evidence record anthropic:citation_16
    100. AI research evidence record anthropic:citation_23
    101. AI research evidence record openai:seo-teams
    102. AI research evidence record anthropic:citation_13
    103. AI research evidence record perplexity:8
    104. AI research evidence record deepseek:c2
    105. AI research evidence record openai:brief-help
    106. AI research evidence record openai:seo-feature
    107. AI research evidence record anthropic:citation_2
    108. AI research evidence record openai:seo-teams
    109. AI research evidence record perplexity:5
    110. AI research evidence record openai:pricing-official
    111. AI research evidence record anthropic:citation_31
    112. AI research evidence record anthropic:citation_22
    113. AI research evidence record anthropic:citation_32
    114. AI research evidence record google:1.3.1
    115. AI research evidence record grok:web:1
    116. AI research evidence record deepseek:c3
    117. AI research evidence record openai:brief-help
    118. AI research evidence record anthropic:citation_2
    119. AI research evidence record perplexity:6
    120. AI research evidence record google:1.1.3
    121. AI research evidence record grok:web:9
    122. AI research evidence record kimi:eesel-ai-brief-generator
    123. AI research evidence record openai:pricing-official
    124. AI research evidence record deepseek:c2
    125. AI research evidence record kimi:rankertoolai-frase-review
    126. AI research evidence record openai:seo-feature
    127. AI research evidence record anthropic:citation_11
    128. AI research evidence record openai:seo-teams
    129. AI research evidence record deepseek:c2
    130. AI research evidence record deepseek:c3

Independent Sources

Verify this research

Review the study details behind this page or download the public machine-readable verification record.

Study date
September 18, 2026
Platforms analyzed
7
Source records
51
Ranking mentions
6 of 7
Platform share
86%
Final consensus rank
#1

Research trail and source mix

Configured platforms

openai, anthropic, deepseek, grok, perplexity, kimi, google

Source mix

35 independent · 16 company-owned

Evidence support

40 direct · 11 partial

Important limitation

Use the run research_date as the study date. Platform-reported dates are provenance metadata and do not independently prove freshness.

Source snapshot SHA-256 735352cf2551128a3863ca57c2fc5b98c04ce44f7d250985176b1522b10c9027