Answer Capsule
Omniscient Digital is a good fit for B2B SaaS brands that want GEO embedded in a broader content, SEO, and digital PR program, and a weaker fit for buyers whose primary need is independently verified, granular, cross-platform AI citation measurement. Two of the seven platforms in this study named Omniscient Digital during ranking discovery — Grok (rank 5) and Perplexity (rank 2) — giving it an average listed rank of 3.5 and a 28.6% share of included platform responses. The strongest reason to consider it is its documented, named GEO methodology combining owned-media structuring, earned digital PR, and entity clarity. The main limitation is that its AI measurement runs through third-party Peec AI rather than proprietary tooling, and published outcomes are largely company-reported.
Research Snapshot
| Field | Finding |
|---|---|
| Platform mentions in ranking stage | 2 of 7 platforms (Grok, Perplexity) |
| Share of included platform responses | 28.6% |
| Average listed rank | 3.5 |
| Best listed rank | 2 (Perplexity) |
| Relevant product/model/plan | B2B SaaS organic growth with integrated SEO, AEO/GEO, content strategy, editorial execution, link building, digital PR, analytics, and attribution |
| Overall use-case fit | Good for integrated content-led GEO and authority building; mixed-to-uncertain for standalone, verified AI citation measurement |
| Research date | 2026-09-17 |
Why Omniscient Digital Qualified for This Study
Questions This Section Answers
- Is Omniscient Digital a good choice for GEO agencies for AI citation and authority building?
- How many AI platforms named Omniscient Digital in this study's ranking stage?
Omniscient Digital qualified because two of the seven platforms in this study named it during ranking discovery, and all seven platforms evaluated its fit for this use case. Grok placed it at rank 5 and Perplexity at rank 2, producing an average listed rank of 3.5 and a 28.6% share of included platform responses. That is a minority of the platform panel, so the entity's inclusion rests on partial rather than broad platform agreement.
The agency's stated service scope maps directly onto the use case. Its website describes an integrated program covering SEO, AI search, AEO/GEO, content strategy, editorial execution, link building, digital PR, analytics, and attribution [1]. Independent review coverage describes a named GEO practice built on four principles — expertise-grounded content, author and brand entity authority, citation engineering through PR and structured data, and technical optimization — alongside a Peec AI monitoring partnership [4].
Fit ratings across the seven platforms were not uniform: Google rated it "strong," OpenAI, Anthropic, Grok, and Perplexity rated it "good," DeepSeek rated it "mixed," and Kimi rated it "uncertain." That spread is itself a finding — the case for Omniscient Digital is strongest where content-led authority work is the priority and weakest where dedicated, verifiable AI citation infrastructure is the priority.
The Product, Model, Plan, or Service Most Relevant to GEO Agencies for AI Citation and Authority Building
Questions This Section Answers
- Which Omniscient Digital service is most relevant for a brand that needs citation architecture and third-party authority building?
- Does Omniscient Digital offer a standalone GEO program, or is GEO bundled into a broader SEO and content retainer?
The relevant offering is Omniscient Digital's integrated B2B SaaS organic growth program with GEO/AEO layered in, not a standalone citation-monitoring product. The agency's own GEO service page describes helping brands become trusted cited sources in AI search and LLM outputs [5], and its official information describes target prompt identification, brand mention outreach, and organic growth programs [6].
The execution model is described across sources as three-part: optimizing owned media structure for LLM retrieval, running earned media and digital PR campaigns to secure third-party citations, and conducting entity clarity work across indexable surfaces [7]. Independent review coverage describes this as the "OmniscientX" framework [8], and separately characterizes the underlying "Surround Sound SEO" methodology as predating the GEO category label rather than being a rebranded SEO service [9].
Measurement runs through a partnership with Peec AI rather than proprietary tooling. Company material states the partnership gives clients ongoing monitoring of LLM mentions and visibility as part of every engagement [11], and independent coverage confirms the partnership while noting the methodology and tooling remain Peec AI's [12]. Company research analyzed 23,387 unique LLM citations across ChatGPT, Perplexity, Gemini, AI Mode, and AI Overviews using Peec AI [14].
What the AI Platforms Agreed About
Questions This Section Answers
- What do AI platforms agree Omniscient Digital does well for AI citation and authority building?
- Is Omniscient Digital's GEO methodology considered a genuine service or a rebranded SEO offering?
Platforms broadly agreed on three points. First, Omniscient Digital's service scope is genuinely integrated: SEO, GEO/AEO, content strategy, editorial execution, backlinks, digital PR, analytics, and attribution appear across company and independent sources [15]. Second, its B2B SaaS specialization is deep and consistent — clients cited across sources include Asana, Loom, Jasper, SAP, Hotjar, Smartling, 360Learning, Order.co, and Convert [20].
Third, digital PR and link building are treated as core authority mechanisms rather than add-ons. Company material connects digital PR, backlinks, placements, and brand mentions to rankings, AI-engine visibility, credibility, and trust [23], and independent coverage describes high-authority placements and brand mentions as drivers of domain credibility and LLM citation frequency [24].
Platforms also converged on the Convert case study as the clearest published GEO proof point: 81% LLM visibility growth and 140% AI citation share growth within 60 days of program launch [25]. This is company-published data, not independently audited.
Where the AI Platforms Disagreed or Were Uncertain
Questions This Section Answers
- How reliable is Omniscient Digital's AI citation measurement compared with agencies that build measurement in-house?
- Does Omniscient Digital publish evidence connecting AI citations to pipeline or revenue?
The sharpest disagreement concerns measurement ownership. Anthropic and Perplexity both flagged that AI measurement is outsourced to Peec AI rather than built in-house, describing this as a material gap versus agencies that own citation engineering and measurement [28]. Google framed the same fact more favorably, describing third-party tooling as a deliberate measurement approach rather than a limitation [31].
Pipeline attribution is a second fault line. One independent review states that Omniscient's case studies all report Google SEO outcomes and none connect AI search citations to pipeline or revenue, leaving AI channel contribution unmeasured in published materials [33]. Google's platform response cites a different data point — Order.co LLM-referred traffic converting at 30% versus 5% for standard organic search [34] — but that figure traces to a company-affiliated review page, not an independent audit.
Content velocity produced a third split. One independent review argues that winning AI citations demands daily publishing velocity that traditional agencies cannot deliver, noting research that 65% of LLM citations go to content from the past year and 79% target the last two years [35]. Other platforms did not raise velocity as a concern.
Kimi's assessment diverged most sharply, rating fit "uncertain" and stating that Omniscient Digital lacks the public service transparency, dedicated GEO pricing, and multi-platform measurement infrastructure that characterize specialized GEO agencies [39]. DeepSeek rated fit "mixed," finding no independent documentation of a distinct citation-analysis or citation-architecture methodology [40]. DeepSeek's research date was 2026-06-11, earlier than the 2026-09-17 run date, and its search was disabled — a provenance difference that may explain part of its more limited findings.
Use-Case-Specific Features and Capabilities
Questions This Section Answers
- Does Omniscient Digital handle citation architecture, entity clarity, and third-party authority building in one engagement?
- Which AI platforms does Omniscient Digital monitor for citations, and how is that monitoring delivered?
Citation analysis and architecture: Company material describes citation analysis, citation engineering, and monitoring of citation rates across models as part of the AEO/GEO service [41]. Independent coverage describes a framework mapping owned content structured for LLM retrieval, earned coverage for external validation, and entity clarity across indexable surfaces [42]. Company research analyzing 23,387 LLM citations across five engines supports claimed citation-analysis expertise [43].
Third-party authority and digital PR: The offering explicitly includes digital PR to earn mentions in sources AI systems cite [41], with high-authority placements and brand mentions positioned as drivers of LLM citation frequency [44]. Company case studies describe topical-authority strategy, search-optimized content, and high-authority backlinks [45].
Content strategy and execution: The stated process covers research into product, competitors, and industry; bespoke strategy; content production; backlinks; performance monitoring; and iterative optimization [46]. Case studies describe full-funnel content, content-gap analysis, content updates, and product-led content [47]. Quarterly asset refreshes run through a process called "DataFlywheel" [49].
Measurement: The agency says it monitors search impressions, clicks, organic traffic, conversions, qualified leads, pipeline, and revenue [46]. Public material does not establish that these dashboards consistently include AI-answer share of voice, citation accuracy, or source-level attribution across all major generative-answer platforms [50]. Platform coverage for monitoring is described as ChatGPT, Perplexity, Gemini, AI Mode, and AI Overviews [43].
Pricing, Fees, Contracts, and Ongoing Costs
Questions This Section Answers
- How much does Omniscient Digital cost per month, and what is the minimum contract term?
- Are Peec AI monitoring, digital PR placements, or setup fees billed separately from the Omniscient Digital retainer?
The most consistently reported figure is a $10,000-per-month starting price for full-service engagements, stated on the agency's own website [51] and repeated by multiple independent and directory sources [52]. Pricing confidence varies by platform: Anthropic and Google rated it high, OpenAI and Grok moderate, and Perplexity, DeepSeek, and Kimi low.
Reported figures beyond the base retainer conflict. Anthropic's response lists strategy-only projects starting at $15,000, setup and onboarding around $3,000, and multimedia thought leadership programs at $8,000–$12,000 per month [56]. Google's response lists ongoing written programs starting around $8,000 per month and thought leadership or positioning projects starting at $15,000 [55]. Perplexity reports one directory listing a $5,000 minimum and $100–$149 hourly rate that conflicts with retainer-style pricing and should be treated as unverified [58]. DeepSeek found no publicly listed pricing at all [59], and Kimi found no publicly disclosed GEO-specific pricing [60].
Contract terms are also inconsistent. One independent review reports a six-month minimum engagement listed on the Peec AI agency directory [61], and Google's response states a standard six-month minimum commitment [55]. Anthropic notes the six-month minimum's negotiability is unclear because the only source is a directory listing rather than Omniscient's own published terms. Minimum term, notice period, renewal structure, deliverable limits, and cancellation terms are unclear from reviewed public sources [51]. No separately published fees for AI-platform monitoring, digital PR placements, content production, technical implementation, or analytics were found [51], though Anthropic states Peec AI monitoring is included in the engagement [62].
Best Suited For
Questions This Section Answers
- Which type of buyer gets the most value from Omniscient Digital for AI citation and authority building?
- Is Omniscient Digital worth it for a Series A–C B2B SaaS company with a $10,000-per-month organic budget?
Omniscient Digital is best suited to funded B2B SaaS companies with defined positioning, marketing leadership, and a willingness to invest in a long-term content and authority program. Platform responses converge on Series A–C SaaS with $10K/month-plus budgets and a 6–12 month runway [63].
It fits buyers who want GEO integrated with SEO, editorial content, link building, digital PR, and pipeline-oriented measurement rather than a standalone citation tool [66]. It also fits teams that value editorial quality and original research over publishing volume — the agency's thought-leadership page states it is not a good fit for buyers wanting cheap content, immediate results, or undifferentiated content [68].
Buyers who want a single partner covering traditional SEO, content strategy, and GEO may find the integrated model reduces agency fragmentation [69]. The agency states it works primarily with ambitious B2B brands and operates as an embedded strategic partner [66].
Probably Not Best Suited For
Questions This Section Answers
- Who should not choose Omniscient Digital for AI citation and authority building?
- Is Omniscient Digital a poor fit for brands that need guaranteed AI citation growth or immediate results?
Buyers whose primary requirement is independently verified, granular, cross-platform AI citation measurement should look elsewhere or verify carefully. Public evidence does not independently validate AI citation outcomes or a repeatable measurement framework across multiple answer engines [71], and one independent review states the agency has no Clutch profile or independently verified reviews, with all testimonials self-reported [72]. Note that a separate Anthropic citation references six Clutch reviews praising strategic depth and SEO metric improvements [73] — the two sources conflict on whether a Clutch profile exists, and buyers should verify directly.
Non-B2B-SaaS businesses are a poor fit. The agency exclusively serves software and SaaS companies and rejects a generalist model [75], and platform responses consistently flag local, ecommerce, consumer, and highly transactional brands as outside scope [71].
Budget-constrained buyers should not engage. Co-founder Alex Birkett is cited stating buyers should not hire Omniscient if optimizing purely for cost, since pricing starts at $10K/month [77]. Buyers needing rapid daily-velocity content production — 20-plus LLM-optimized pieces monthly — are also a poor fit given the agency's fewer, larger content bets [78].
When Another Option May Be Better
Questions This Section Answers
- What is a better alternative to Omniscient Digital for a buyer who needs automated cross-platform citation tracking?
- When should a buyer choose a dedicated GEO agency or digital PR shop instead of Omniscient Digital?
Choose a specialist AI-search analytics or GEO-monitoring vendor when the primary need is automated cross-platform citation tracking, prompt monitoring, competitor comparison, or source-level reporting [79]. Dedicated GEO agencies publish recurring measurement across multiple engines and differentiate platform-only from full-service pricing [80], and some publish transparent base pricing with explicit inclusions and exclusions [81].
Choose a dedicated digital PR or earned-media agency when national media placements, journalist relationships, and brand mentions matter more than integrated SEO and content operations [79]. Choose a broader demand-generation agency when paid media, ABM, creative, video, CRO, and RevOps must sit under one contract [79].
Choose a lower-cost SEO or content provider when the buyer already has an established strategy and only needs production capacity [79]. Budget-constrained buyers below $10K/month or needing month-to-month flexibility may find alternatives at lower price points [83]. Buyers needing proprietary, in-house AI citation methodology and measurement ownership should consider agencies that build citation engineering internally [84].
Questions to Verify Before Buying
Questions This Section Answers
- What should a buyer confirm with Omniscient Digital before signing a contract?
- How should a buyer validate Omniscient Digital's AI citation reporting and attribution model?
Platform responses produced a consistent verification list. Confirm which AI platforms, models, regions, languages, and query sets will be monitored, and whether reporting shows exact cited URLs, citation frequency, competitors cited, answer sentiment or accuracy, and change over time [86]. Ask how the team distinguishes earned AI citations from ordinary organic rankings, brand mentions, or model hallucinations [86].
Confirm what work is included for citation architecture, entity disambiguation, structured data, source-page optimization, and third-party authority, and what digital PR deliverables are included — campaigns, journalist outreach, placements, links, brand mentions, or strategy only [86]. Ask about content volume, refresh cadence, expert-review process, and required client subject-matter-expert involvement [86].
Verify the minimum contract term, cancellation notice, renewal, reporting cadence, and implementation responsibilities, and whether media, data, software, freelance, production, or placement costs are billed separately [86]. Request recent client references specifically involving AI citations or generative-answer visibility, and agree on baseline, target metrics, attribution model, and success criteria before the engagement begins [86]. Ask whether reports are Peec AI dashboards or Omniscient-branded analysis, and how the agency differentiates its methodology from the Peec AI platform itself [89].
Final AI Consensus Verdict
Omniscient Digital is a good — not unanimous — fit for GEO Agencies for AI Citation and Authority Building. Five of seven platforms rated it good or strong, one rated it mixed, and one rated it uncertain. It qualified for this study on two platform mentions out of seven, with an average listed rank of 3.5 and a best rank of 2.
The case for it rests on a documented, named GEO methodology combining owned-media structuring, earned digital PR, and entity clarity, backed by published citation research and a deep B2B SaaS client roster. The case against it rests on outsourced measurement through Peec AI, limited published evidence connecting AI citations to pipeline or revenue, a $10,000-per-month floor with a reported six-month minimum, and content velocity below AI-native publishing standards.
Buyers who want strategic, content-led GEO integrated with SEO and digital PR for a B2B SaaS brand should treat Omniscient Digital as a credible candidate. Buyers whose primary requirement is independently verified, granular, cross-platform AI citation measurement or guaranteed generative-answer placement should verify capabilities directly before contracting, or evaluate specialist alternatives. Platform agreement on fit does not prove product quality; it reflects how seven AI systems assessed the same public evidence.
How This Review Was Produced
This review evaluates Omniscient Digital only for the use case of GEO agencies for AI citation and authority building. It is not a broad company review. Seven AI platforms — OpenAI, Anthropic, Google, Grok, Perplexity, DeepSeek, and Kimi — were asked which GEO agencies they would recommend for this use case and why. Two of the seven named Omniscient Digital during ranking discovery; all seven produced fit assessments.
Ranking statistics reflect only platforms that named the entity in the ranking stage. Fit ratings, strengths, limitations, pricing findings, and verification questions come from each platform's structured response. Company-owned citations materially outnumber independent citations in the source set, so company claims are labeled as such and should not be read as independently verified.
Methodology Limitations
Platform-reported research dates differ from the authoritative run date of 2026-09-17. DeepSeek's response carries a research date of 2026-06-11 and its search was disabled, which may explain its more limited findings; its claims should be treated as platform-reported rather than current facts. All other platforms reported 2026-09-17.
The supplied URLs were collected from platform responses and were not independently validated. Citations are platform-reported evidence, not independently verified facts. Company-owned sources materially outnumber independent sources, and no personal testing, customer experience, or independent verification was performed for this review.
Pricing conflicts were not resolved by guessing. Reported figures range from a $10,000-per-month full-service floor to a conflicting $5,000 minimum with hourly rates, and contract terms are inconsistently reported. Buyers should confirm all pricing, contract terms, platform coverage, and measurement methodology directly with the agency. No guarantee of AI citations, rankings, recommendations, traffic, leads, or revenue should be inferred from any source in this review.
Explore more ai search geo agencies guidance in the category directory.
Sources
Company-Owned Sources
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Additional AI research evidence89 records
- AI research evidence record openai:c1
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- AI research evidence record openai:c3
- AI research evidence record anthropic:citation_1_a
- AI research evidence record google:1.1.1
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- AI research evidence record google:1.1.7
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- AI research evidence record anthropic:citation_24_c
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- AI research evidence record google:2.1.8
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- AI research evidence record google:2.1.2
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- AI research evidence record anthropic:citation_45_d
- AI research evidence record anthropic:citation_45_e
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- AI research evidence record anthropic:citation_1_c
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Independent Sources
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Additional AI research evidence89 records
- AI research evidence record openai:c1
- AI research evidence record openai:c2
- AI research evidence record openai:c3
- AI research evidence record anthropic:citation_1_a
- AI research evidence record google:1.1.1
- AI research evidence record google:1.2.4
- AI research evidence record google:1.1.7
- AI research evidence record anthropic:citation_44_f
- AI research evidence record anthropic:citation_24_c
- AI research evidence record anthropic:citation_24_d
- AI research evidence record anthropic:citation_38_a
- AI research evidence record anthropic:citation_41_a
- AI research evidence record anthropic:citation_41_b
- AI research evidence record anthropic:citation_43_b
- AI research evidence record openai:c1
- AI research evidence record openai:c2
- AI research evidence record openai:c3
- AI research evidence record anthropic:citation_1_a
- AI research evidence record perplexity:c2
- AI research evidence record anthropic:citation_4_a
- AI research evidence record anthropic:citation_15_a
- AI research evidence record anthropic:citation_1_e
- AI research evidence record openai:c5
- AI research evidence record anthropic:citation_1_c
- AI research evidence record anthropic:citation_8_a
- AI research evidence record grok:web:6
- AI research evidence record google:1.1.7
- AI research evidence record anthropic:citation_41_a
- AI research evidence record anthropic:citation_41_b
- AI research evidence record anthropic:citation_46_c
- AI research evidence record google:1.1.7
- AI research evidence record google:2.1.8
- AI research evidence record anthropic:citation_41_c
- AI research evidence record google:2.1.2
- AI research evidence record anthropic:citation_45_b
- AI research evidence record anthropic:citation_45_c
- AI research evidence record anthropic:citation_45_d
- AI research evidence record anthropic:citation_45_e
- AI research evidence record kimi:omniscient-search-2026
- AI research evidence record deepseek:c1
- AI research evidence record perplexity:c2
- AI research evidence record anthropic:citation_44_f
- AI research evidence record anthropic:citation_43_b
- AI research evidence record anthropic:citation_1_c
- AI research evidence record openai:c7
- AI research evidence record openai:c1
- AI research evidence record openai:c6
- AI research evidence record openai:c9
- AI research evidence record anthropic:citation_1_b
- AI research evidence record openai:c8
- AI research evidence record openai:c1
- AI research evidence record perplexity:c3
- AI research evidence record perplexity:c8
- AI research evidence record grok:web:0
- AI research evidence record google:2.1.3
- AI research evidence record anthropic:citation_20_2
- AI research evidence record anthropic:citation_46_c
- AI research evidence record perplexity:c7
- AI research evidence record deepseek:c1
- AI research evidence record kimi:omniscient-search-2026
- AI research evidence record anthropic:citation_37_1
- AI research evidence record anthropic:citation_38_a
- AI research evidence record anthropic:citation_4_a
- AI research evidence record google:2.1.7
- AI research evidence record grok:web:0
- AI research evidence record openai:c1
- AI research evidence record perplexity:c2
- AI research evidence record openai:c10
- AI research evidence record google:1.1.1
- AI research evidence record kimi:omniscient-search-2026
- AI research evidence record openai:c1
- AI research evidence record anthropic:citation_41_d
- AI research evidence record anthropic:citation_23_a
- AI research evidence record anthropic:citation_23_b
- AI research evidence record google:2.1.7
- AI research evidence record google:2.1.8
- AI research evidence record google:2.2.2
- AI research evidence record anthropic:citation_45_e
- AI research evidence record openai:c1
- AI research evidence record kimi:citeme-geo-2026
- AI research evidence record kimi:uplify-geo-2026
- AI research evidence record kimi:thinkprofits-geo-2026
- AI research evidence record anthropic:citation_46_c
- AI research evidence record anthropic:citation_41_a
- AI research evidence record anthropic:citation_41_b
- AI research evidence record openai:c1
- AI research evidence record perplexity:c2
- AI research evidence record anthropic:citation_46_c
- AI research evidence record anthropic:citation_41_b
Other Sources
- Omniscient Digital: https://aeoanalytics.ai/aeo-agencies/omniscient-digital/
- Omniscient Digital: Review, Pricing and Rankings | AI Agency Radar: https://aiagencyradar.com/agency/omniscient-digital/
- 14 Best GEO Agencies for AI Visibility in 2026: https://piperocket.digital/list/best-geo-agencies/
- Omniscient Digital: B2B SEO & content agency that drives real: https://surferstack.com/omniscient-digital
- Omniscient Digital GEO Agency Review - Top GEO Agencies: https://topgeoagencies.net/agencies/omniscient-digital
Additional AI research evidence89 records
- AI research evidence record openai:c1
- AI research evidence record openai:c2
- AI research evidence record openai:c3
- AI research evidence record anthropic:citation_1_a
- AI research evidence record google:1.1.1
- AI research evidence record google:1.2.4
- AI research evidence record google:1.1.7
- AI research evidence record anthropic:citation_44_f
- AI research evidence record anthropic:citation_24_c
- AI research evidence record anthropic:citation_24_d
- AI research evidence record anthropic:citation_38_a
- AI research evidence record anthropic:citation_41_a
- AI research evidence record anthropic:citation_41_b
- AI research evidence record anthropic:citation_43_b
- AI research evidence record openai:c1
- AI research evidence record openai:c2
- AI research evidence record openai:c3
- AI research evidence record anthropic:citation_1_a
- AI research evidence record perplexity:c2
- AI research evidence record anthropic:citation_4_a
- AI research evidence record anthropic:citation_15_a
- AI research evidence record anthropic:citation_1_e
- AI research evidence record openai:c5
- AI research evidence record anthropic:citation_1_c
- AI research evidence record anthropic:citation_8_a
- AI research evidence record grok:web:6
- AI research evidence record google:1.1.7
- AI research evidence record anthropic:citation_41_a
- AI research evidence record anthropic:citation_41_b
- AI research evidence record anthropic:citation_46_c
- AI research evidence record google:1.1.7
- AI research evidence record google:2.1.8
- AI research evidence record anthropic:citation_41_c
- AI research evidence record google:2.1.2
- AI research evidence record anthropic:citation_45_b
- AI research evidence record anthropic:citation_45_c
- AI research evidence record anthropic:citation_45_d
- AI research evidence record anthropic:citation_45_e
- AI research evidence record kimi:omniscient-search-2026
- AI research evidence record deepseek:c1
- AI research evidence record perplexity:c2
- AI research evidence record anthropic:citation_44_f
- AI research evidence record anthropic:citation_43_b
- AI research evidence record anthropic:citation_1_c
- AI research evidence record openai:c7
- AI research evidence record openai:c1
- AI research evidence record openai:c6
- AI research evidence record openai:c9
- AI research evidence record anthropic:citation_1_b
- AI research evidence record openai:c8
- AI research evidence record openai:c1
- AI research evidence record perplexity:c3
- AI research evidence record perplexity:c8
- AI research evidence record grok:web:0
- AI research evidence record google:2.1.3
- AI research evidence record anthropic:citation_20_2
- AI research evidence record anthropic:citation_46_c
- AI research evidence record perplexity:c7
- AI research evidence record deepseek:c1
- AI research evidence record kimi:omniscient-search-2026
- AI research evidence record anthropic:citation_37_1
- AI research evidence record anthropic:citation_38_a
- AI research evidence record anthropic:citation_4_a
- AI research evidence record google:2.1.7
- AI research evidence record grok:web:0
- AI research evidence record openai:c1
- AI research evidence record perplexity:c2
- AI research evidence record openai:c10
- AI research evidence record google:1.1.1
- AI research evidence record kimi:omniscient-search-2026
- AI research evidence record openai:c1
- AI research evidence record anthropic:citation_41_d
- AI research evidence record anthropic:citation_23_a
- AI research evidence record anthropic:citation_23_b
- AI research evidence record google:2.1.7
- AI research evidence record google:2.1.8
- AI research evidence record google:2.2.2
- AI research evidence record anthropic:citation_45_e
- AI research evidence record openai:c1
- AI research evidence record kimi:citeme-geo-2026
- AI research evidence record kimi:uplify-geo-2026
- AI research evidence record kimi:thinkprofits-geo-2026
- AI research evidence record anthropic:citation_46_c
- AI research evidence record anthropic:citation_41_a
- AI research evidence record anthropic:citation_41_b
- AI research evidence record openai:c1
- AI research evidence record perplexity:c2
- AI research evidence record anthropic:citation_46_c
- AI research evidence record anthropic:citation_41_b
Verify this research
Review the study details behind this page or download the public machine-readable verification record.
- Study date
- September 17, 2026
- Platforms analyzed
- 7
- Source records
- 45
- Ranking mentions
- 2 of 7
- Platform share
- 29%
- Final consensus rank
- #6
Research trail and source mix
Configured platforms
openai, anthropic, deepseek, grok, perplexity, kimi, google
Source mix
15 independent · 25 company-owned · 5 unclear
Evidence support
33 direct · 10 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 e9e41234023e639efe2df717c9b604d7231587d0a5d559433f42b3c45c4d1f74