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AI Consensus Fit Review

Frase AI SEO Tool Fit Review for SaaS Companies

Frase is a good fit for SaaS companies that need competitive content research, content-gap analysis, optimization recommendations, and practical AI-search visibility tracking for category, comparison, alternatives, and product-recommendation pages.

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

Answer Capsule

Frase is a good fit for SaaS companies that need competitive content research, content-gap analysis, optimization recommendations, and practical AI-search visibility tracking for category, comparison, alternatives, and product-recommendation pages. Four of the seven included platforms named Frase during ranking discovery, and six of seven returned a usable fit assessment. The strongest reason to consider it is the combined research-to-brief workflow with dual SEO and GEO scoring plus AI Visibility monitoring. The main limitation is that Frase is content-centric: it does not replace deep backlink intelligence, large keyword databases, technical SEO diagnostics, or enterprise-scale AI-engine monitoring, and its AI-visibility engine coverage and prompt quotas vary by plan.

Research Snapshot

FieldFinding
Platform mentions in ranking stage4 of 7 included platforms (deepseek, grok, openai, perplexity)
Share of included platform responses57.1%
Average listed rank5.25
Best listed rank3 (openai)
Relevant product/model/planFrase Professional plan with Content Optimization, SEO Research, GEO Optimization, AI Visibility, Site Audit, and publishing; Starter for a single-site team with lower volume
Overall use-case fitGood (openai, anthropic, perplexity); Strong (grok); Mixed (deepseek, kimi)
Research date2026-09-18

Why Frase Qualified for This Study

Questions This Section Answers

  • Is Frase a good choice for AI SEO Tools for SaaS Companies?
  • Why did only four of seven AI platforms name Frase for SaaS AI SEO tools?

Frase qualified because it was named by four of the seven included platforms during ranking discovery and received a usable fit assessment from six of seven. Its fit ratings were not uniform: grok rated it a strong fit, openai, anthropic, and perplexity rated it a good fit, and deepseek and kimi rated it a mixed fit [1].

The qualification rests on the use-case criteria rather than general popularity. Frase states that it studies ranking pages, competitor strategies, search trends, and content gaps to produce research, briefs, and optimized articles, which maps directly to comparison, alternatives, and category-page workflows [5]. Independent reviewers describe Frase as an AI platform designed to streamline the SEO content process and as the fastest path from keyword to brief to draft for high-volume content programs [2].

The mixed ratings matter. deepseek reported that the pages it checked did not document AI-assistant prompt tracking and could not capture exact list prices, while kimi reported that Frase lacks native tracking of brand mentions across ChatGPT, Claude, Gemini, Perplexity, and Grok [7]. Both findings conflict with other platforms' descriptions of AI Visibility, and the conflict is unresolved in the supplied evidence.

The Product, Model, Plan, or Service Most Relevant to AI SEO Tools for SaaS Companies

Questions This Section Answers

  • Which Frase plan should a SaaS buyer choose for comparison, alternatives, and category pages?
  • Is Frase Professional worth it for a SaaS content team of two to three people?

The most relevant configuration is the Frase Professional plan, which the official pricing page lists at $103/month billed yearly or $129/month month to month, with three seats, five sites, 40 articles and 250 audit pages per month, a content calendar, internal-linking suggestions, and channel-content atomization [8].

Professional is the practical default for a SaaS content team rather than Starter. Starter is listed at $39/month billed yearly or $49/month month to month with one seat, one site, 10 articles and 50 audit pages per month, and it holds at its monthly limits rather than allowing overages [8]. Independent pricing analysis concluded that $129 per month is the real entry point for a US startup, agency pod, or in-house content team of two or three people, and that Professional is the plan to price first for most small content teams [11].

Plan naming is a documented conflict. The supplied recommendation references Basic, Growth, and Pro plans, and older third-party reviews quote Solo, Basic, and Team tiers, but the current official pricing page lists Starter, Professional, Scale, and Enterprise [8]. Buyers should treat the official page as controlling and confirm the exact tier name at purchase.

What the AI Platforms Agreed About

Questions This Section Answers

  • What do AI platforms agree Frase does well for SaaS comparison and alternatives content?
  • Does Frase provide content-gap analysis for SaaS category pages?

The clearest agreement is that Frase is strong at SERP-based research and article-level gap analysis. Independent reviewers describe Frase's main feature as analyzing top Google results for a keyword and producing a blueprint for outranking them, and describe its research capabilities as spanning SERP analysis, automated content briefing, competitor intelligence, topic extraction and clustering, and content gap identification [14].

Multiple platforms converged on gap analysis specifically. One independent review states that Frase is genuinely strong at article-level gap analysis and that comparing planned or existing content against competitor headings and entity lists shows where rivals cover themes you do not [16]. Another describes gap analysis as pushing writers to add what matters now [18]. grok reported that Frase's Content Opportunities feature ranks programmatic patterns, competitor gaps, decaying pages, and quick-win topics including comparisons and alternatives from Search Console data [19].

Platforms also agreed that Frase added AI-search scoring. Independent reviews state that Frase introduced a separate GEO Score evaluating how likely content is to be cited by AI engines, and that the 2026 update added GEO optimization alongside the SEO score [20]. Frase's own help documentation describes GEO optimization as scoring content for clarity, authority, and structure to surface in generative AI experiences [22].

Agreement on these points does not establish product quality. These are platform-reported and reviewer judgments, not standardized benchmark results.

Where the AI Platforms Disagreed or Were Uncertain

Questions This Section Answers

  • Do AI platforms disagree about whether Frase tracks ChatGPT, Claude, Gemini, and Perplexity citations?
  • Is Frase's AI visibility tracking reliable enough for SaaS product-recommendation prompts?

The sharpest disagreement concerns AI-engine tracking. openai, anthropic, grok, and perplexity all describe AI Visibility as an existing Frase feature with plan-dependent engine coverage. openai reported that Starter includes AI Visibility for ChatGPT and Google AI, Professional adds Perplexity, and Scale adds Claude and Gemini, with Professional tracking up to 200 prompts and Starter up to 50 [23]. anthropic reported AI Visibility tracking across eight platforms [24]. perplexity reported cited mentions of ChatGPT, Perplexity, Claude, Gemini, and Google AI in third-party coverage [25].

deepseek and kimi reached the opposite conclusion. deepseek reported that the Frase pages it reviewed did not document tracking or reporting of category, comparison, alternatives, or product-recommendation prompts in AI assistants, and marked the factor unclear [26]. kimi stated that Frase does not offer native tracking of brand mentions, citations, or recommendations across ChatGPT, Claude, Gemini, Perplexity, Grok, or Google AI Overviews [27]. deepseek's research date was 2026-01-15, eight months before the other platforms' 2026-09-18 date, and its search was disabled, which may explain the divergence.

Pricing is the second unresolved conflict. Official and near-official pages show Starter at $39 or $49, Professional at $103 or $129, and Scale at $239 or $299 depending on billing cadence, while a Frase help page lists $45 and $115 tiers and a third-party breakdown lists plans from $12/month [28]. perplexity rated its pricing confidence low and stated that public pricing is inconsistent across Frase pages and third-party coverage.

A third uncertainty is outcome evidence. No supplied source provides independent proof that Frase improves SaaS rankings, AI citations, traffic, or conversions. Frase's pricing page reports a 4.8/5 G2 rating and displays company logos, but these are platform-reported signals [23]. Independent reviewers note that GEO scoring and AI Visibility Tracking are proprietary metrics without independent validation, and that impact on actual ChatGPT or Perplexity citations remains unproven [32].

Use-Case-Specific Features and Capabilities

Questions This Section Answers

  • Does Frase support competitive content research and content-gap analysis for SaaS category pages?
  • Can Frase publish optimized SaaS comparison pages directly to WordPress or Webflow?

Competitive content research is a documented advantage. Frase states that it studies ranking pages, competitor strategies, search trends, and content gaps to produce research, briefs, and optimized articles [34]. Independent reviewers describe briefs as structured outlines based on top-ranking SERP results that identify key topics, questions, and statistics aligned with search intent [35].

Content-gap analysis operates at the article level. Reviewers state that Frase compares planned or existing content against competitor headings and entity lists to show where rivals cover themes you do not, and that its scope stays at the article level rather than the whole site [37]. Teams wanting automated topic-cluster mapping or systematic internal-linking recommendations across an entire site will need to supplement Frase with broader content-strategy tooling [39].

Optimization recommendations combine SEO and GEO scoring. Frase provides SEO and GEO scores, site auditing, content optimization, internal-linking suggestions on Professional and above, and Content Guard for identifying declining pages and proposing revisions [40]. Frase's own documentation describes Content Guard as writing the revision and republishing it once you approve [41]. The official pricing page states that approval is the default on every change and that AI Visibility never touches content (official:C2).

Publishing integrations cover WordPress, Webflow, Sanity, Wix, and FraseCMS [40]. Content Analytics integrates with Google Search Console to identify content decay and optimization opportunities [42]. Frase also runs through an MCP server and CLI on every plan, per the official pricing page (official:C2).

AI-search capabilities are plan-gated. Starter includes AI Visibility for ChatGPT and Google AI; Professional adds Perplexity; Scale adds Claude and Gemini [40]. AI Visibility monitors and alerts but does not automatically change content [40].

Pricing, Fees, Contracts, and Ongoing Costs

Questions This Section Answers

  • How much does Frase cost per month for a SaaS team, and what do overages add?
  • What are Frase's cancellation and refund terms for an annual SaaS subscription?

Current official pricing 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, with annual billing presented as saving 20% [43].

Known costs and add-ons:

ItemCost
Starter$39/mo yearly or $49/mo monthly; one seat, one site, 10 articles, 50 audit pages
Professional$103/mo yearly or $129/mo monthly; three seats, five sites, 40 articles, 250 audit pages
Scale$239/mo yearly or $299/mo monthly; five seats, up to 10 domains, 100 articles, 1,000 audit pages
Extra seats$29/month each on Professional and Scale
Professional overages (optional, off by default)$5 per extra article, $0.50 per audit page, $0.25 per AI prompt
Scale overages (optional, off by default)$4 per extra article, $0.40 per audit page, $0.20 per AI prompt
FraseCMS hostingFree up to 100,000 page views/month; Basic $19/mo; Pro $99/mo
Rank-Ready Documents$3.50 each, per one independent review

Contract terms carry a material conflict. The official pricing page states that annual plans can switch back to monthly, upgrades are prorated immediately, and downgrades take effect at the next billing cycle [43]. The official Terms of Service state that the initial term is one year, that the agreement auto-renews unless either party gives at least 30 days' notice of non-renewal, and that all fees paid are final with no refunds (official:C3). kimi reported no free trial and only a 5-day money-back guarantee, which conflicts with the official 7-day free trial with no credit card [46]. Buyers should reconcile these terms in writing before signing.

Best Suited For

Questions This Section Answers

  • Who gets the most value from Frase for SaaS category and comparison content?
  • Is Frase suitable for a small in-house SaaS content team producing five or more comparison pages per quarter?

Frase is best suited to in-house SaaS content teams creating and refreshing comparison, alternatives, category, and product-led educational pages [47]. It fits small or mid-sized teams that want research, briefing, drafting, SEO/GEO scoring, publishing, and AI-visibility monitoring in one workflow, and teams monitoring a defined set of AI-search prompts rather than requiring broad enterprise-scale market intelligence [47].

Independent analysis supports a similar profile: SaaS companies producing five or more comparison, alternatives, or category pieces monthly with dedicated content teams, and in-house content teams of two to five people who can edit AI drafts and apply Frase recommendations [48]. One review concluded that Frase is worth it for established bloggers and content teams who want AI to accelerate SEO/GEO research, briefs, and site audits, then edit the draft themselves [49].

Probably Not Best Suited For

Questions This Section Answers

  • Who should not choose Frase for AI SEO Tools for SaaS Companies?
  • Is Frase a replacement for Ahrefs or Semrush for backlink and technical SEO?

Frase is probably not best suited to SaaS companies needing deep backlink intelligence, large-scale keyword databases, advanced rank tracking, or comprehensive technical SEO workflows [50]. It does not handle technical SEO, Core Web Vitals, schema markup, backlink research, or rank tracking, and must be integrated with Ahrefs, SEMrush, or an equivalent for a full SEO picture [51].

It is also a poor fit for teams requiring extensive AI-engine coverage, high prompt volumes, custom reporting, or enterprise governance without moving to a custom plan [50]. Organizations seeking guaranteed rankings, guaranteed AI citations, or fully autonomous content strategy should look elsewhere, because Frase does not promise rankings or AI citations [50]. Teams that require fully publication-ready AI drafts without manual editing and fact-checking are also a poor match, since independent reviewers report that AI-generated outlines and suggestions sometimes require manual adjustment for brand voice and editorial standards [52].

When Another Option May Be Better

Questions This Section Answers

  • What is a better alternative to Frase for a SaaS buyer who needs backlink and rank-tracking data?
  • When should a SaaS buyer choose a dedicated AI visibility platform instead of Frase?

Choose a broader SEO suite such as Ahrefs or Semrush when backlink intelligence, large-scale keyword research, rank tracking, and technical SEO are more important than the research-to-content workflow [54]. Choose an AI-visibility-focused platform when the main requirement is extensive prompt monitoring across many AI engines, detailed share-of-voice analysis, or enterprise-scale citation tracking [54]. kimi named Pondral, RanksPro, OmniSEO, and SEORCE as options offering direct ChatGPT, Claude, Gemini, and Perplexity monitoring [55].

Choose a specialized content-optimization platform when the team prioritizes highly mature editorial scoring and integrations over Frase's broader research, publishing, and AI-visibility bundle [54]. For site-wide content strategy and topic clustering, MarketMuse was named; for cleaner content scoring, Surfer SEO was named; and for enterprise features such as SSO, white-label, or advanced security without custom negotiation, Clearscope Business or large-tier alternatives were named [58]. Buyers managing 50 or more comparison pages per quarter were directed toward MarketMuse or WriteGap [58].

Questions to Verify Before Buying

Questions This Section Answers

  • What should a SaaS buyer confirm with Frase about AI Visibility engine coverage before signing?
  • How should a buyer verify Frase's article, audit page, and AI prompt limits and overage prices?

Confirm whether the exact Professional or Scale plan monitors the AI engines, locations, languages, and prompt types needed for the SaaS company's category, comparison, alternatives, and recommendation queries [59]. Confirm whether intended prompts are counted individually and what the exact monthly limits and overage prices are at purchase time [59].

Confirm how well Frase identifies competitors and content gaps for branded SaaS comparisons rather than generic informational keywords [59]. Confirm whether Google Search Console and the production CMS can be connected and whether required workflows are supported by available integrations or API/MCP access [59].

Confirm whether the team needs backlink, technical SEO, keyword-volume, or rank-tracking capabilities that Frase does not materially replace [59]. Confirm whether product claims, pricing, feature comparisons, and generated recommendations are reviewed by a human before publication [59].

Confirm what data-retention, security, SSO/SAML, SLA, and procurement terms apply if enterprise governance is required [59]. Confirm whether FraseCMS, extra seats, overages, AI prompts, audit pages, or additional domains will materially change the annual cost [59]. Also reconcile the official 7-day free trial and switchable billing against the Terms of Service auto-renewal and no-refund language before committing (official:C2, official:C3).

Final AI Consensus Verdict

Frase is a good fit for SaaS companies producing category, comparison, alternatives, and product-recommendation pages when the primary need is SERP research, competitor-informed briefs, content-gap discovery, optimization guidance, and basic AI-search visibility tracking [60]. It is less complete as a standalone enterprise SEO intelligence or technical SEO platform, and its AI-visibility coverage and prompt volume vary by plan [60].

The consensus is not unanimous. Six of seven included platforms returned a usable fit assessment, with ratings ranging from strong to mixed, and two platforms reported that Frase lacks native AI-engine tracking entirely [61]. Pricing documentation is inconsistent across official and third-party pages, and no supplied source independently validates that Frase improves rankings or AI citations [63].

The practical path is the seven-day trial on real category, comparison, alternatives, and product-recommendation prompts, with Professional as the default for a multi-person team and a combined stack if deep SEO intelligence or broad AI-engine coverage is central [60]. Buyers comparing this verdict against other tools in the category can review the full AI SEO Tools for SaaS Companies index, and broader coverage of this tool class is available in the ai seo content optimization directory.

How This Review Was Produced

This review synthesizes fit assessments returned by seven configured AI platforms for the prompt: which AI SEO tools would you recommend for SaaS companies needing competitive content research, content-gap analysis, optimization recommendations, topic discovery, and AI-search capabilities. Four platforms named Frase during ranking discovery, and six returned a usable fit assessment. Rankings, plan references, pricing, and limitations were extracted from platform responses and their cited sources. The authoritative run research date is 2026-09-18. No independent product testing, customer interviews, or benchmark measurements were performed.

Methodology Limitations

Six of seven included platforms returned a usable fit assessment, so the fit findings are not unanimous and should not be described as consensus agreement on quality. Platform-reported research dates differ from the authoritative run date: deepseek reported 2026-01-15 while the other platforms reported 2026-09-18, and deepseek's search was disabled, which may explain its divergent AI-tracking finding. Platform-reported dates are provenance metadata and do not independently prove freshness.

Plan names, pricing, and AI-visibility coverage conflict across official pages, help pages, and third-party reviews, and this review does not resolve those conflicts by guessing. The supplied URLs were collected from platform responses and were not independently validated. Citations are platform-reported evidence, not independently verified facts, and no-search model claims require explicit verification before being treated as current. Frase's own scores, ratings, and platform claims are company-reported and are not independent proof of ranking or AI-search performance.

Explore more ai seo content optimization guidance in the category directory.

Sources

Company-Owned Sources

  • Frase Quickstart Documentation: https://docs.frase.io/
  • Plans & Pricing | Frase Crash Course: https://docs.frase.io/get-started/plans-and-pricing
  • Optimize Content for SEO and GEO in Frase - Help Center: https://help.frase.io/optimize-seo-and-geo
  • Frase Pricing, Packages, and Add-ons - Help Center: https://help.frase.io/pricing-plans
  • AI Visibility for SaaS & B2B Tech: https://pondral.com/saas
  • Frase — AI Content Optimization and Research: https://www.frase.io/
  • How to Optimize Content for SEO and AI Search in One Click - Frase: https://www.frase.io/blog/introducing-auto-optimize-one-click-seo-and-geo-optimization
  • The New Frase: Built for Content Teams in the AI Search Era | Frase: https://www.frase.io/blog/introducing-the-new-frase-content-intelligence-platform
  • Content Opportunities feature page: https://www.frase.io/features/content-opportunities
  • GEO Content Optimization Tool | Cited by AI - Frase: https://www.frase.io/features/geo-content-optimization
  • Frase Pricing | SEO & GEO Content Platform Plans: https://www.frase.io/pricing
  • SEO content optimization for teams, built for AI search. - Frase.io: https://www.frase.io/solutions/seo-teams
  • The SEO Tool Built for SaaS Growth in the AI Era: https://www.rankspro.io/seo-tool-for-saas-companies
  • Official pricing and terms source: https://www.frase.io/company/terms
  • Additional AI research evidence65 records
    1. AI research evidence record openai:c1
    2. AI research evidence record anthropic:1-1
    3. AI research evidence record perplexity:8
    4. AI research evidence record kimi:f1
    5. AI research evidence record openai:c2
    6. AI research evidence record anthropic:6-9
    7. AI research evidence record deepseek:c1
    8. AI research evidence record openai:c1
    9. AI research evidence record grok:web:3
    10. AI research evidence record perplexity:6
    11. AI research evidence record anthropic:37-1
    12. AI research evidence record anthropic:37-6
    13. AI research evidence record anthropic:33-14
    14. AI research evidence record anthropic:1-17
    15. AI research evidence record anthropic:5-6
    16. AI research evidence record anthropic:15-13
    17. AI research evidence record anthropic:15-14
    18. AI research evidence record anthropic:18-2
    19. AI research evidence record grok:web:14
    20. AI research evidence record anthropic:4-1
    21. AI research evidence record anthropic:21-5
    22. AI research evidence record perplexity:13
    23. AI research evidence record openai:c1
    24. AI research evidence record anthropic:33-3
    25. AI research evidence record perplexity:8
    26. AI research evidence record deepseek:c1
    27. AI research evidence record kimi:f1
    28. AI research evidence record perplexity:1
    29. AI research evidence record perplexity:2
    30. AI research evidence record perplexity:6
    31. AI research evidence record perplexity:7
    32. AI research evidence record anthropic:16-8
    33. AI research evidence record anthropic:21-6
    34. AI research evidence record openai:c2
    35. AI research evidence record anthropic:7-14
    36. AI research evidence record anthropic:7-15
    37. AI research evidence record anthropic:15-14
    38. AI research evidence record anthropic:15-18
    39. AI research evidence record anthropic:15-19
    40. AI research evidence record openai:c1
    41. AI research evidence record anthropic:12-4
    42. AI research evidence record anthropic:19-1
    43. AI research evidence record openai:c1
    44. AI research evidence record grok:web:3
    45. AI research evidence record perplexity:6
    46. AI research evidence record kimi:f1
    47. AI research evidence record openai:c1
    48. AI research evidence record anthropic:1-1
    49. AI research evidence record anthropic:33-11
    50. AI research evidence record openai:c1
    51. AI research evidence record anthropic:1-1
    52. AI research evidence record anthropic:10-5
    53. AI research evidence record anthropic:10-7
    54. AI research evidence record openai:c1
    55. AI research evidence record kimi:c2
    56. AI research evidence record kimi:c3
    57. AI research evidence record kimi:c1
    58. AI research evidence record anthropic:1-1
    59. AI research evidence record openai:c1
    60. AI research evidence record openai:c1
    61. AI research evidence record deepseek:c1
    62. AI research evidence record kimi:f1
    63. AI research evidence record perplexity:1
    64. AI research evidence record perplexity:2
    65. AI research evidence record anthropic:16-8

Independent Sources

Other Sources

  • Frase Pricing - Coda: https://coda.io/@frase-io/pricing
  • Additional AI research evidence65 records
    1. AI research evidence record openai:c1
    2. AI research evidence record anthropic:1-1
    3. AI research evidence record perplexity:8
    4. AI research evidence record kimi:f1
    5. AI research evidence record openai:c2
    6. AI research evidence record anthropic:6-9
    7. AI research evidence record deepseek:c1
    8. AI research evidence record openai:c1
    9. AI research evidence record grok:web:3
    10. AI research evidence record perplexity:6
    11. AI research evidence record anthropic:37-1
    12. AI research evidence record anthropic:37-6
    13. AI research evidence record anthropic:33-14
    14. AI research evidence record anthropic:1-17
    15. AI research evidence record anthropic:5-6
    16. AI research evidence record anthropic:15-13
    17. AI research evidence record anthropic:15-14
    18. AI research evidence record anthropic:18-2
    19. AI research evidence record grok:web:14
    20. AI research evidence record anthropic:4-1
    21. AI research evidence record anthropic:21-5
    22. AI research evidence record perplexity:13
    23. AI research evidence record openai:c1
    24. AI research evidence record anthropic:33-3
    25. AI research evidence record perplexity:8
    26. AI research evidence record deepseek:c1
    27. AI research evidence record kimi:f1
    28. AI research evidence record perplexity:1
    29. AI research evidence record perplexity:2
    30. AI research evidence record perplexity:6
    31. AI research evidence record perplexity:7
    32. AI research evidence record anthropic:16-8
    33. AI research evidence record anthropic:21-6
    34. AI research evidence record openai:c2
    35. AI research evidence record anthropic:7-14
    36. AI research evidence record anthropic:7-15
    37. AI research evidence record anthropic:15-14
    38. AI research evidence record anthropic:15-18
    39. AI research evidence record anthropic:15-19
    40. AI research evidence record openai:c1
    41. AI research evidence record anthropic:12-4
    42. AI research evidence record anthropic:19-1
    43. AI research evidence record openai:c1
    44. AI research evidence record grok:web:3
    45. AI research evidence record perplexity:6
    46. AI research evidence record kimi:f1
    47. AI research evidence record openai:c1
    48. AI research evidence record anthropic:1-1
    49. AI research evidence record anthropic:33-11
    50. AI research evidence record openai:c1
    51. AI research evidence record anthropic:1-1
    52. AI research evidence record anthropic:10-5
    53. AI research evidence record anthropic:10-7
    54. AI research evidence record openai:c1
    55. AI research evidence record kimi:c2
    56. AI research evidence record kimi:c3
    57. AI research evidence record kimi:c1
    58. AI research evidence record anthropic:1-1
    59. AI research evidence record openai:c1
    60. AI research evidence record openai:c1
    61. AI research evidence record deepseek:c1
    62. AI research evidence record kimi:f1
    63. AI research evidence record perplexity:1
    64. AI research evidence record perplexity:2
    65. AI research evidence record anthropic:16-8

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
39
Ranking mentions
4 of 7
Platform share
57%
Final consensus rank
#7

Research trail and source mix

Configured platforms

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

Source mix

23 independent · 15 company-owned · 1 unclear

Evidence support

30 direct · 9 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 8f36193998619c7e81376002432db5c31bd0e322b3f4196e668523e02c50ee1b