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AI Consensus Fit Review

Ubersuggest AI SEO Tool Fit Review for Small Businesses

Ubersuggest is a good fit for a small business that needs affordable, relatively easy keyword and topic research, content ideas, competitor analysis, site-audit guidance, and emerging AI-search visibility features without a dedicated SEO team.

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

Answer Capsule

Ubersuggest is a good fit for a small business that needs affordable, relatively easy keyword and topic research, content ideas, competitor analysis, site-audit guidance, and emerging AI-search visibility features without a dedicated SEO team. Two of the seven configured platforms named Ubersuggest during the ranking stage, and six of seven returned a usable fit assessment; five of those six rated it a good fit and one rated it mixed. The strongest reason to consider it is breadth of practical SEO functions at a low reported price point. The main limitation is that its AI features are research and ideation aids, not a full AI content optimizer, and its pricing is inconsistent across sources.

Research Snapshot

FieldFinding
Platform mentions in ranking stage2 of 7 configured platforms (anthropic, google)
Share of included platform responses28.6% of configured platforms named Ubersuggest in the ranking stage
Average listed rank5.0
Best listed rank4 (anthropic)
Relevant product/model/planIndividual Plan; free tier or paid monthly plans
Overall use-case fitGood (5 of 6 fit assessments), mixed (1 of 6)
Research date2026-09-18

Why Ubersuggest Qualified for This Study

Questions This Section Answers

  • Is Ubersuggest a good choice for AI SEO Tools for Small Businesses?
  • How many AI platforms recommended Ubersuggest for small business AI SEO in this study?

Ubersuggest qualified because it was named during the ranking stage by two of the seven configured platforms and then received a usable fit assessment from six of seven. The ranking-stage statistics show two platform mentions, an average listed rank of 5.0, and a best listed rank of 4 (anthropic), with google listing it at 6. Its platform share of included responses was 28.6%.

Qualification does not mean the platforms agreed. The fit ratings split five "good" to one "mixed," and the two platforms that named it during ranking were not the same set as the six that assessed fit. The study's minimum-mention threshold was two, so Ubersuggest cleared the bar narrowly rather than decisively.

The entity is a company-level software tool with an official website at ubersuggest.com, while pricing and application documentation are hosted on app.neilpatel.com and ubersuggest.zendesk.com [1]. Buyers should verify that these domains represent the same account and billing system before purchasing.

This review sits inside the broader AI SEO Tools for Small Businesses consensus index, which compares the full set of finalists for this use case.

The Product, Model, Plan, or Service Most Relevant to AI SEO Tools for Small Businesses

Questions This Section Answers

  • Which Ubersuggest plan should a small business choose for AI SEO Tools for Small Businesses?
  • Does the Ubersuggest Individual Plan include AI search visibility features?

The relevant offering is the Ubersuggest Individual Plan, with a free tier and paid monthly plans also in scope. Every platform that returned a fit assessment pointed at the Individual Plan or the free/paid entry tier as the small-business option [2].

Ubersuggest describes a combined platform covering keyword research, rank tracking, site audits, backlinks, content creation, AI writing, and AI-search visibility [8]. The AI Keyword Overview and AI Prompt Ideas features provide AI summaries, intent information, source and brand information, prompts, answers, and content outlines [9]. Anthropic's assessment adds that AI Writer generates content in 63 languages and that AI Summary highlights SEO challenges and content opportunities [10].

The Individual Plan is described in company documentation as supporting 1 user, 1 project, 125 tracked keywords, 150 daily searches, and a 1,000-page audit [3]. Those figures are company-reported and were not independently verified in this study.

What the AI Platforms Agreed About

Questions This Section Answers

  • What do AI platforms agree Ubersuggest does well for small business AI SEO?
  • Is Ubersuggest easy to use for a small business without an SEO team?

The platforms broadly agreed on four points: affordability, breadth of keyword and topic research, beginner-friendly positioning, and practical optimization guidance.

On affordability, anthropic reported that Ubersuggest pricing is 40–90% more affordable than alternative tools, citing a company press release [11]. Grok described an affordable entry with a free tier and lifetime option that reduces ongoing costs for small businesses [12]. Kimi called it the lowest price point among major SEO tools [13]. These are platform-reported comparisons, not independently benchmarked findings.

On keyword and topic research, openai found that Ubersuggest provides keyword overview metrics including search volume, CPC, paid difficulty, SEO difficulty, search intent, related terms, questions, comparisons, and content ideas, with paid plans supporting exports and bulk analysis [14]. Perplexity found that the help center documents keyword ideas and related content ideas from a target keyword or website [15]. Grok reported an AI-powered keyword database with search volume, intent, and difficulty [16].

On ease of use, deepseek cited third-party coverage describing Ubersuggest as beginner-friendly and affordable for small businesses and non-experts [17]. Grok found a beginner-friendly interface with tooltips, a Chrome extension, and an all-in-one dashboard [16].

On optimization guidance, openai found that Site Audit and SEO Opportunities identify technical issues, content-structure opportunities, new keyword opportunities, and prioritized recommendations [18]. Kimi described straightforward SEO recommendations suitable for non-experts with action items prioritized by impact [13].

Where the AI Platforms Disagreed or Were Uncertain

Questions This Section Answers

  • How much does Ubersuggest actually cost per month for a small business in the US?
  • Is Ubersuggest's AI content optimization deep enough for a small business that wants automated content?

The platforms disagreed most sharply on price. Anthropic reported the Individual Plan at $12/month or $120 lifetime, verified September 2026, with Business at $20/month and Enterprise at $40/month [19]. Grok reported Individual at $12–$29/month or $120–$290 lifetime, with higher tiers at $20–$99/month [20]. Perplexity reported that the official pricing page snippet shows US$29–US$99 across plans, while other sources report $12–$40/month [21]. Openai reported that the current official pricing page displayed plan price ranges of $29–$99, $139–$499, $129–$449, and $49–$299 without clearly labeling the Individual Plan in the extracted text [22]. Anthropic also flagged a conflicting source quoting $29–$99 as current prices versus $12–$40 observed live [23].

The platforms also disagreed on AI depth. Deepseek rated the fit "mixed," stating that Ubersuggest's AI features are modest relative to specialized AI content and optimization tools and that no verified evidence confirms dedicated AI-search visibility monitoring [24]. Kimi found that Ubersuggest does not offer fully autonomous long-form content creation or automatic CMS publishing [25]. Openai found that AI features appear oriented toward prompts, summaries, outlines, and visibility monitoring rather than a comprehensive AI content editor [26]. Anthropic, by contrast, described the September 2025 AI Search Visibility update as democratizing enterprise-level AI insights [27].

Uncertainty also surrounds the free tier. Anthropic reported a free plan with 25 tracked keywords, 3 daily searches, and 1 domain [28], while another source indicated no free tier [19]. Openai stated that free-tier limits were not fully exposed in the reviewed sources [22].

Use-Case-Specific Features and Capabilities

Questions This Section Answers

  • Does Ubersuggest provide keyword research, content recommendations, and competitive analysis for small businesses?
  • Can Ubersuggest track brand visibility in ChatGPT and Google AI Overviews?

Ubersuggest covers the four capabilities named in this study's category criteria, with caveats on depth.

Keyword and topic research is the strongest area. Openai found keyword overview metrics including search volume, CPC, paid difficulty, SEO difficulty, search intent, related terms, questions, comparisons, and content ideas, with plan limits applying to exports and bulk analysis [29]. Anthropic found that AI Keyword Overview combines SEO metrics with AI insights and that AI Prompt Ideas shows real-world questions users ask AI systems [30].

Content recommendations are present but bounded. Perplexity found that the Content Ideas feature lets users enter a keyword to generate blog-topic guidance [32]. Anthropic found that the platform identifies search intent categories and provides Top Content Trends showing how top-ranking pages address intent [31]. Openai characterized these as research and ideation aids rather than evidence of fully automated, publication-ready optimization [33].

Competitive analysis is functional. Openai found competitor comparisons covering traffic, keyword strategy, backlinks, top pages, keyword gaps, similar websites, and tracked competitors, with the number of competitors varying by plan [34]. Anthropic found that Ubersuggest displays top 100 URLs ranking for keywords with backlinks, estimated visits, page authority, and social shares [35]. Kimi found that data depth is lighter than enterprise tools like Semrush or Ahrefs [36].

Optimization guidance is practical for non-specialists. Openai found that Site Audit and SEO Opportunities identify technical issues, content-structure opportunities, and prioritized recommendations, though the sources do not independently establish the quality or business impact of those recommendations [37].

AI-search visibility is the newest and least settled area. Openai found that current pricing information lists AI Search Visibility and AI Model Insights covering ChatGPT, Gemini, and Google AI Overview, with update frequency and prompt allowances varying by plan [38]. Anthropic reported that the September 2025 update tracks brand visibility, sentiment, and citations across conversational engines with competitor benchmarking [39]. Kimi and deepseek both flagged uncertainty about AI-search coverage depth [41].

Pricing, Fees, Contracts, and Ongoing Costs

Questions This Section Answers

  • How much does Ubersuggest cost per month, and are there setup or cancellation fees?
  • Are Ubersuggest add-ons recurring, and can a small business cancel them independently?

Pricing is the least reliable part of the evidence. The supplied ranking-stage recommendation cited an Individual Plan at $12–$40/month, but the current official pricing page opened for this assessment displayed different ranges and did not clearly expose the Individual label in extracted text [43]. Treat the exact Individual price as unclear and verify it in the checkout flow.

Reported figures by platform:

  • Anthropic: Individual $12/month or $120 lifetime; Business $20/month or $200 lifetime; Enterprise $40/month or $400 lifetime [44].
  • Grok: Individual $12–$29/month or $120–$290 lifetime; Business ~$20–$49/month; Enterprise ~$40–$99/month [45].
  • Perplexity: official pricing-page snippet shows US$29–US$99 across plans, while independent pages report $12–$40/month [46].
  • Openai: current pricing page lists plan-dependent limits for reports, projects, credits, tracked keywords, site-audit pages, keyword suggestions, content ideas, competitors, and exports [43].

On fees, openai reported that no setup fees or hidden fees are stated on the official pricing page, and that add-ons are listed at +$5/month each for additional searches, projects, tracked keywords, competitor domains, users, AI prompts, or monthly credits [47]. Anthropic reported add-on fees for keyword tracking above plan limit at $5/month per add-on and for AI Writer word count above 10,000 words/month [44].

On contracts, openai reported that monthly plans have no contract and can be canceled or downgraded at any time, that cancellation retains access through the current billing cycle and stops future charges, and that a one-time 7-day trial requires a payment method and automatically converts to paid billing if not canceled [47]. Perplexity reported that help documentation says monthly subscriptions can be canceled at any time and that lifetime subscriptions are non-refundable once purchased with access for 50 years [48]. Openai reported that paid-cycle charges are non-refundable and lifetime purchases are described as non-refundable [49].

The lifetime duration is described inconsistently: one source says "valid for 50 years" while marketing materials reference "lifetime access" [44].

Best Suited For

Questions This Section Answers

  • Who gets the most value from Ubersuggest for AI SEO Tools for Small Businesses?

Ubersuggest is best suited to owner-managed local or small online businesses doing practical keyword and topic research, small marketing teams needing competitor keywords, content ideas, site-audit priorities, and rank tracking in one tool, and buyers wanting a low-complexity starting point before moving to a more advanced SEO platform [50].

Anthropic's fit assessment named solo entrepreneurs and freelancers managing single websites or ecommerce stores, small businesses with limited SEO budgets, content creators needing AI-powered topic suggestions, small teams of 2–5 people evaluating AI SEO tools, and businesses testing AI search optimization before committing to enterprise-tier tools [52]. Grok named solo small business owners or freelancers needing basic-to-intermediate SEO tools on a budget [53]. Deepseek named small businesses with tight budgets needing affordable keyword and basic competitive research [54].

Probably Not Best Suited For

Questions This Section Answers

  • Who should not choose Ubersuggest for AI SEO Tools for Small Businesses?

Ubersuggest is probably not the best fit for businesses requiring guaranteed or independently benchmarked search-volume accuracy, agencies needing extensive seats, API access, high-volume reporting, or advanced workflow automation, and teams seeking a full AI content editor or autonomous content-production system [55].

Anthropic's assessment added multi-site agencies managing 8+ client accounts, enterprises requiring real-time backlink crawling comparable to Ahrefs or SEMrush, power users exceeding 150 daily searches regularly, and organizations requiring multiple concurrent users with complex permissioning [57]. Kimi added businesses wanting fully autonomous AI content creation, teams needing automated CMS publishing, users requiring local SEO management, and businesses needing technical SEO audits or backlink analysis [58]. Deepseek added teams needing deep AI-driven content generation or technical SEO automation at scale [59].

When Another Option May Be Better

Questions This Section Answers

  • What is a better alternative to Ubersuggest for a small business that needs deeper backlink analysis or API access?
  • When should a small business choose a dedicated AI content optimizer instead of Ubersuggest?

Several platforms named conditions under which a different tool serves better.

Openai recommended choosing a more advanced enterprise or agency SEO suite when the buyer needs larger databases, more robust reporting, extensive seats, workflow automation, or API access, and choosing a dedicated AI content optimization platform when the primary requirement is page-level recommendations based on live SERP competitors, content scoring, briefs, and editing [60]. Openai also suggested using Google Search Console and Google Keyword Planner alongside or instead of Ubersuggest when first-party performance data or no-cost basic keyword validation is the priority [62].

Anthropic recommended evaluating Semrush, HubSpot, or Ahrefs for larger portfolios, Ahrefs or SEMrush for enterprise-grade backlink analysis, and Semrush Content Marketing Platform or HubSpot Content Hub for detailed competitor content calendars, topic clusters, or content gap analysis [63].

Kimi named SEO.ai at approximately $149/month and SEO.AI at $89–$179/month for buyers seeking autonomous content workflows, and BrightLocal or Semrush Local for local SEO needs [64]. Grok recommended considering Semrush or Ahrefs when higher data accuracy or deeper backlink analysis is required, and SE Ranking for teams needing more seats or advanced collaboration [66].

These alternatives are platform-reported recommendations, not independently tested comparisons.

Questions to Verify Before Buying

Questions This Section Answers

  • What should a small business confirm with Ubersuggest before paying for an Individual Plan?

The platforms converged on a similar verification list. Before buying, confirm the exact current U.S. price and usage allowance for the Individual Plan and whether billing is monthly, annual, or lifetime [67]. Confirm which AI Search Visibility, AI Model Insights, AI Prompt Ideas, and content-optimization features are included in the selected plan [69]. Confirm the exact free-tier limits for daily searches, reports, projects, exports, and AI features [67].

Also confirm how many U.S. locations, languages, tracked keywords, competitors, users, and projects are included; whether data exports are available and what row or credit limits apply; whether add-ons are automatically recurring and can be canceled independently; and whether connecting Google Search Console requires account access and what data permissions are requested [67].

Finally, confirm how search-volume, traffic, difficulty, and AI-visibility estimates are calculated and whether they can be validated against first-party data, what refund rights apply if the trial converts, and whether there is a practical workflow for optimizing an existing page or whether the product mainly provides research, prompts, and recommendations [72].

Final AI Consensus Verdict

The consensus verdict is a qualified good fit. Five of six platforms that returned a usable fit assessment rated Ubersuggest good for this use case, and one rated it mixed. No platform rated it poor. The agreement is strong but not unanimous, and platform agreement does not prove product quality.

The strongest case for Ubersuggest is breadth at a low reported price: keyword research, content ideas, competitor analysis, site audits, rank tracking, and AI-search visibility in one dashboard, with a free tier and 7-day trial for low-risk evaluation [75]. The strongest case against is depth: AI features are research and ideation aids rather than a full content optimizer, backlink analysis is less comprehensive than enterprise competitors, no API access plans are currently listed, and data is estimated from multiple providers without independent accuracy validation [77].

Buyers should treat the exact Individual Plan price as unresolved. The supplied ranking-stage figure of $12–$40/month conflicts with the current official pricing page extraction, and platform-reported prices range from $12 to $99 depending on source [80]. Verify in the checkout flow before committing, especially to the non-refundable lifetime option.

For buyers who want a broader view of how this tool compares with other finalists in the same category, the ai seo content optimization directory lists the full set of reviews.

How This Review Was Produced

This review was produced from a structured multi-platform research run dated 2026-09-18. Seven platforms were configured for the study. Two platforms named Ubersuggest during the ranking stage, and six returned a usable fit assessment. Each platform supplied its own citations, which are preserved as platform-reported evidence rather than independently verified facts.

Fit ratings were recorded as good by anthropic, grok, kimi, openai, and perplexity, and mixed by deepseek. Platform-reported research dates differ from the authoritative run date: anthropic and deepseek reported 2026-01-15, while grok, kimi, openai, and perplexity reported 2026-09-18. Those dates are provenance metadata and do not independently prove freshness.

Methodology Limitations

Several limitations apply. Six of seven included platforms returned a usable fit assessment, so the fit findings should not be described as unanimous. Platform mentions in the ranking stage count only platforms that named the entity during ranking discovery, which is a narrower measure than fit assessment.

Pricing conflicts were not resolved. The supplied ranking-stage price of $12–$40/month was not corroborated by the current official pricing page, which displayed different price ranges and did not clearly expose the Individual label in extracted text. The reviewed evidence is primarily company-owned documentation and pricing information; independent evidence of recommendation quality, data accuracy, or small-business outcomes was not established.

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. Deepseek's assessment was produced without search enabled, so its claims require explicit verification before being described as current facts. The official website retrieval for ubersuggest.com returned unavailable status, so no official-page excerpt was available for direct verification.

Sources

Company-Owned Sources

  • Ubersuggest Pricing Plans | Affordable SEO Tools - Neil Patel: https://app.neilpatel.com/en/pricing
  • Ubersuggest Pricing Plans | Affordable SEO Tools: https://app.neilpatel.com/en/pricing?lang=en
  • How to Use Ubersuggest's AI Platform to Get Named, Cited, and Chosen: https://neilpatel.com/blog/ubersuggest-ai-visibility-features/
  • Ubersuggest: Free Keyword Research Tool - Neil Patel: https://neilpatel.com/ubersuggest/
  • Ubersuggest — SEO and Keyword Research Tool: https://ubersuggest.com/
  • Additional AI research evidence82 records
    1. AI research evidence record openai:c_pricing_features
    2. AI research evidence record openai:c_pricing_limits
    3. AI research evidence record anthropic:cite_6
    4. AI research evidence record grok:web:0
    5. AI research evidence record kimi:ubersuggest-product
    6. AI research evidence record perplexity:c1
    7. AI research evidence record deepseek:c1
    8. AI research evidence record openai:c_all_features
    9. AI research evidence record openai:c_ai_features
    10. AI research evidence record anthropic:cite_3
    11. AI research evidence record anthropic:cite_7
    12. AI research evidence record grok:web:0
    13. AI research evidence record kimi:ubersuggest-product
    14. AI research evidence record openai:c_keyword_research
    15. AI research evidence record perplexity:c5
    16. AI research evidence record grok:web:11
    17. AI research evidence record deepseek:c2
    18. AI research evidence record openai:c_site_audit
    19. AI research evidence record anthropic:cite_5
    20. AI research evidence record grok:web:0
    21. AI research evidence record perplexity:c1
    22. AI research evidence record openai:c_pricing_limits
    23. AI research evidence record anthropic:cite_10
    24. AI research evidence record deepseek:c1
    25. AI research evidence record kimi:aiagentsquare-seoai
    26. AI research evidence record openai:c_ai_features
    27. AI research evidence record anthropic:cite_9
    28. AI research evidence record anthropic:cite_6
    29. AI research evidence record openai:c_keyword_research
    30. AI research evidence record anthropic:cite_1
    31. AI research evidence record anthropic:cite_2
    32. AI research evidence record perplexity:c5
    33. AI research evidence record openai:c_ai_features
    34. AI research evidence record openai:c_competitive_analysis
    35. AI research evidence record anthropic:cite_3
    36. AI research evidence record kimi:brass-seo-semrush
    37. AI research evidence record openai:c_site_audit
    38. AI research evidence record openai:c_pricing_features
    39. AI research evidence record anthropic:cite_4
    40. AI research evidence record anthropic:cite_9
    41. AI research evidence record kimi:ubersuggest-product
    42. AI research evidence record deepseek:c1
    43. AI research evidence record openai:c_pricing_limits
    44. AI research evidence record anthropic:cite_5
    45. AI research evidence record grok:web:0
    46. AI research evidence record perplexity:c1
    47. AI research evidence record openai:c_terms
    48. AI research evidence record perplexity:c6
    49. AI research evidence record openai:c_refund
    50. AI research evidence record openai:c_all_features
    51. AI research evidence record anthropic:cite_6
    52. AI research evidence record anthropic:cite_5
    53. AI research evidence record grok:web:11
    54. AI research evidence record deepseek:c1
    55. AI research evidence record openai:c_api
    56. AI research evidence record openai:c_data_accuracy
    57. AI research evidence record anthropic:cite_5
    58. AI research evidence record kimi:ubersuggest-product
    59. AI research evidence record deepseek:c1
    60. AI research evidence record openai:c_api
    61. AI research evidence record openai:c_ai_features
    62. AI research evidence record openai:c_data_accuracy
    63. AI research evidence record anthropic:cite_5
    64. AI research evidence record kimi:aiagentsquare-seoai
    65. AI research evidence record kimi:thestacc-seoai
    66. AI research evidence record grok:web:11
    67. AI research evidence record openai:c_pricing_limits
    68. AI research evidence record anthropic:cite_5
    69. AI research evidence record openai:c_pricing_features
    70. AI research evidence record anthropic:cite_6
    71. AI research evidence record openai:c_terms
    72. AI research evidence record openai:c_data_accuracy
    73. AI research evidence record openai:c_refund
    74. AI research evidence record openai:c_ai_features
    75. AI research evidence record openai:c_all_features
    76. AI research evidence record openai:c_terms
    77. AI research evidence record openai:c_ai_features
    78. AI research evidence record openai:c_api
    79. AI research evidence record openai:c_data_accuracy
    80. AI research evidence record openai:c_pricing_limits
    81. AI research evidence record anthropic:cite_5
    82. AI research evidence record perplexity:c1

Independent Sources

  • SEO.ai Review 2026: Features, Pricing & Verdict: https://aiagentsquare.com/agents/seo-ai
  • Ubersuggest Review 2026: Free + $29/mo SEO, Rated 4.3/5: https://aiproductivity.ai/tools/ubersuggest/
  • Brass-SEO vs Semrush: What a Small Business Actually Needs: https://brass-seo.com/blog/brass-seo-vs-semrush
  • Ubersuggest Pricing in 2026: Every Plan Compared and Why the Lifetime Deal Math Matters - Ecommerce Paradise: https://ecommerceparadise.com/ubersuggest-pricing/
  • Ubersuggest Pricing in 2026: The Real Cost Per Insight: https://getspike.ai/blog/ubersuggest-pricing-cost/
  • Ubersuggest Review 2026: Our 3.8/5 Verdict, Tested Live: https://hackceleration.com/labs/review/ubersuggest
  • Ubersuggest Pricing in 2026: Monthly & Lifetime Plans Explained: https://mentionagent.ai/blog/ubersuggest-pricing/
  • Ubersuggest Pricing 2026: Plans, Review and Alternatives: https://serpstracker.com/ubersuggest-pricing
  • SEO.AI Review 2026: Real Pricing, Two Tiers, Honest Verdict: https://thestacc.com/reviews/seo-ai/
  • Ubersuggest Review 2026: Honest Test of a Budget SEO Tool: https://zplatform.ai/ai-reviews/ubersuggest-review/
  • Additional AI research evidence82 records
    1. AI research evidence record openai:c_pricing_features
    2. AI research evidence record openai:c_pricing_limits
    3. AI research evidence record anthropic:cite_6
    4. AI research evidence record grok:web:0
    5. AI research evidence record kimi:ubersuggest-product
    6. AI research evidence record perplexity:c1
    7. AI research evidence record deepseek:c1
    8. AI research evidence record openai:c_all_features
    9. AI research evidence record openai:c_ai_features
    10. AI research evidence record anthropic:cite_3
    11. AI research evidence record anthropic:cite_7
    12. AI research evidence record grok:web:0
    13. AI research evidence record kimi:ubersuggest-product
    14. AI research evidence record openai:c_keyword_research
    15. AI research evidence record perplexity:c5
    16. AI research evidence record grok:web:11
    17. AI research evidence record deepseek:c2
    18. AI research evidence record openai:c_site_audit
    19. AI research evidence record anthropic:cite_5
    20. AI research evidence record grok:web:0
    21. AI research evidence record perplexity:c1
    22. AI research evidence record openai:c_pricing_limits
    23. AI research evidence record anthropic:cite_10
    24. AI research evidence record deepseek:c1
    25. AI research evidence record kimi:aiagentsquare-seoai
    26. AI research evidence record openai:c_ai_features
    27. AI research evidence record anthropic:cite_9
    28. AI research evidence record anthropic:cite_6
    29. AI research evidence record openai:c_keyword_research
    30. AI research evidence record anthropic:cite_1
    31. AI research evidence record anthropic:cite_2
    32. AI research evidence record perplexity:c5
    33. AI research evidence record openai:c_ai_features
    34. AI research evidence record openai:c_competitive_analysis
    35. AI research evidence record anthropic:cite_3
    36. AI research evidence record kimi:brass-seo-semrush
    37. AI research evidence record openai:c_site_audit
    38. AI research evidence record openai:c_pricing_features
    39. AI research evidence record anthropic:cite_4
    40. AI research evidence record anthropic:cite_9
    41. AI research evidence record kimi:ubersuggest-product
    42. AI research evidence record deepseek:c1
    43. AI research evidence record openai:c_pricing_limits
    44. AI research evidence record anthropic:cite_5
    45. AI research evidence record grok:web:0
    46. AI research evidence record perplexity:c1
    47. AI research evidence record openai:c_terms
    48. AI research evidence record perplexity:c6
    49. AI research evidence record openai:c_refund
    50. AI research evidence record openai:c_all_features
    51. AI research evidence record anthropic:cite_6
    52. AI research evidence record anthropic:cite_5
    53. AI research evidence record grok:web:11
    54. AI research evidence record deepseek:c1
    55. AI research evidence record openai:c_api
    56. AI research evidence record openai:c_data_accuracy
    57. AI research evidence record anthropic:cite_5
    58. AI research evidence record kimi:ubersuggest-product
    59. AI research evidence record deepseek:c1
    60. AI research evidence record openai:c_api
    61. AI research evidence record openai:c_ai_features
    62. AI research evidence record openai:c_data_accuracy
    63. AI research evidence record anthropic:cite_5
    64. AI research evidence record kimi:aiagentsquare-seoai
    65. AI research evidence record kimi:thestacc-seoai
    66. AI research evidence record grok:web:11
    67. AI research evidence record openai:c_pricing_limits
    68. AI research evidence record anthropic:cite_5
    69. AI research evidence record openai:c_pricing_features
    70. AI research evidence record anthropic:cite_6
    71. AI research evidence record openai:c_terms
    72. AI research evidence record openai:c_data_accuracy
    73. AI research evidence record openai:c_refund
    74. AI research evidence record openai:c_ai_features
    75. AI research evidence record openai:c_all_features
    76. AI research evidence record openai:c_terms
    77. AI research evidence record openai:c_ai_features
    78. AI research evidence record openai:c_api
    79. AI research evidence record openai:c_data_accuracy
    80. AI research evidence record openai:c_pricing_limits
    81. AI research evidence record anthropic:cite_5
    82. AI research evidence record perplexity:c1

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
24
Ranking mentions
2 of 7
Platform share
29%
Final consensus rank
#10

Research trail and source mix

Configured platforms

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

Source mix

12 independent · 12 company-owned

Evidence support

17 direct · 6 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 cc0d0a8d1d8baeaddc4bed00ce49ad4dd64477ecf7c94ce6ca7aab8783ed17be