Answer Capsule
Citevora is a qualified but verification-dependent fit for companies seeking a GEO agency for AI citation building. Two of six included platforms named it during ranking discovery, and both placed it first, giving it the strongest average listed rank in this study (1.0). Its advertised Generative Engine Optimization and AI Search Optimization services map closely to citation analysis, source-gap work, entity clarity, authority development, and cross-engine measurement. The main limitation is evidence quality: nearly all supporting material is company-published, no independent outcome validation was identified, and one platform described Citevora as a WordPress plugin rather than a managed agency. Buyers should treat pricing and capability claims as company-reported and confirm scope, geography, and contract terms before committing.
Research Snapshot
| Field | Finding |
|---|---|
| Platform mentions in ranking stage | 2 of 6 included platforms (kimi, openai) |
| Share of included platform responses | 33.3% |
| Average listed rank | 1.0 |
| Best listed rank | 1 |
| Relevant product/model/plan | Generative Engine Optimization; AI Search Optimization (cross-engine alternative); AI Citation Analysis (diagnostic entry point) |
| Overall use-case fit | Good, with meaningful verification requirements |
| Research date | 2026-09-16 |
Why Citevora Qualified for This Study
Questions This Section Answers
- Is Citevora a legitimate candidate for GEO agencies for AI citation building, or was it included by mistake?
- How many AI platforms actually named Citevora during the ranking stage for AI citation building?
Citevora qualified because two platforms named it during ranking discovery and both ranked it first, the highest average listed rank in this study. That is a narrow but strong signal: only 33.3% of included platform responses surfaced the entity, so inclusion reflects concentrated support rather than broad consensus.
The qualification threshold for this study was at least two platform mentions. Citevora cleared it exactly, with kimi and openai each listing it at rank 1. The remaining four included platforms (anthropic, deepseek, grok, perplexity) evaluated Citevora's fit but did not name it during ranking discovery, which is why the mention count is 2 rather than 6.
Qualification is not an endorsement of quality. It means the entity appeared often enough in ranking-stage discovery to warrant a full fit review against the buyer's criteria: citation analysis, citation architecture mapping, third-party authority development, source-gap analysis, content strategy, and measurement across major AI platforms. This review is part of the broader GEO Agencies for AI Citation Building consensus index.
The Product, Model, Plan, or Service Most Relevant to GEO Agencies for AI Citation Building
Questions This Section Answers
- Which Citevora service should a buyer choose for AI citation building, and how does it differ from AI Citation Analysis?
- Is Citevora's Generative Engine Optimization plan or its AI Search Optimization plan the better fit for ongoing citation work?
The most relevant Citevora offer for this use case is Generative Engine Optimization, with AI Search Optimization as the broader cross-engine alternative and AI Citation Analysis as the diagnostic entry point. This framing was consistent across the platforms that named the entity [1].
Citevora describes Generative Engine Optimization as a specialist program for brands that want to become stronger sources inside generative answers, improving content architecture, evidence, entity clarity, authority, source eligibility, and citation measurement, starting from $3,000 per month [1]. AI Search Optimization is positioned as full cross-engine optimization covering technical readiness, content, entities, citations, visibility, and reporting, also from $3,000 per month [5].
AI Citation Analysis is a one-time diagnostic starting at $1,250 that maps which competitors and sources are cited for priority questions and identifies page, evidence, entity, and authority gaps [7]. Perplexity reported that Citevora recommends starting with AI Citation Analysis when a buyer needs to understand why competitors are cited and where their own evidence is missing [9].
One platform conflict must be disclosed. Anthropic identified Citevora as a WordPress plugin for AI search optimization audits and schema fixes, not a managed agency, citing a WordPress.org directory listing for a similarly named plugin [10]. That listing uses the spelling "Citevera." No other platform in this study described Citevora as plugin-only, and the company's own pages describe agency services and retainers (official:C1). Buyers should confirm directly which entity and delivery model they are contracting with.
What the AI Platforms Agreed About
Questions This Section Answers
- What do multiple AI platforms agree Citevora actually delivers for AI citation building?
- Does Citevora cover citation analysis, source-gap analysis, and cross-engine measurement in one engagement?
Platforms that evaluated Citevora's fit broadly agreed that its advertised services cover the buyer's core criteria, though the strength of that agreement varies by platform and rests mostly on company-published material.
OpenAI rated the fit "good" and found advantages across all six use-case factors: citation analysis, citation architecture mapping, third-party authority development, source-gap analysis, content strategy, and measurement across AI platforms [11]. Perplexity also rated the fit "good," citing citation and mention tracking, citation-readiness improvements, source and authority gap analysis, and cross-engine execution [14]. Grok rated the fit "strong," describing a specialized methodology for turning pages into citable sources through audit, entity mapping, structured writing, PR placement, and monitoring [18].
On measurement, Citevora states it tracks query coverage, citations, cited URLs, brand mentions, competitor share, answer accuracy, AI referrals, and platform-exposed generative-search impressions across five or more AI/search environments, including ChatGPT, Google AI experiences, Perplexity, Gemini, and Microsoft Copilot [19]. Perplexity reported that plans include citation and mention tracking, competitor source monitoring, and monthly visibility reporting [15].
On authority development, Citevora states its GEO program identifies missing third-party validation and develops authority plans involving relevant publications, expert contributions, directories, partnerships, digital PR, datasets, reviews, and credible mentions [12]. Grok reported that this includes securing third-party citations via digital PR and entity reinforcement across knowledge graphs [18]. The public material does not independently verify the scale, quality, or delivery record of these activities.
Where the AI Platforms Disagreed or Were Uncertain
Questions This Section Answers
- Why did some AI platforms rate Citevora as a weak or uncertain fit for AI citation building?
- Is Citevora a managed GEO agency or a self-service WordPress plugin?
Platform fit ratings diverged sharply. Grok rated Citevora "strong," openai and perplexity rated it "good," deepseek and kimi rated it "uncertain," and anthropic rated it "weak" (openai, perplexity, grok, deepseek, kimi, anthropic platform assessments). The disagreement centers on entity type and evidence quality rather than on the advertised service list.
The sharpest conflict is whether Citevora is an agency or a plugin. Anthropic stated that Citevora is a self-service WordPress plugin for AI search optimization audits and schema fixes, not a managed GEO agency, and that it cannot perform citation architecture mapping, source-gap analysis, off-site authority building, content production, or ongoing multi-engine tracking [20]. Anthropic also reported that Citevora's official website did not appear in its search results and that the only verified presence was the WordPress plugin listing as of August 2026 [20]. Every other platform that evaluated the entity described agency services, retainers, and diagnostics sourced from citevora.com [21]. This review cannot resolve the conflict and does not attempt to.
Kimi reported that Citevora's website was inaccessible or returned no crawlable content during its research and could not determine whether the company is active, rebranded, or defunct [25]. Deepseek reported that the official site was not retrievable during its assessment and that only the domain identity was asserted, not the service details [24]. Both platforms still rated the fit "uncertain" rather than negative, because the public positioning matches the category even though the details could not be confirmed.
Two additional uncertainties recur. First, Citevora's pages use both "five or more platforms" and "five engines" as coverage descriptions, and the exact supported platform list, collection method, sampling frequency, and geographic controls are not fully enumerated (openai, perplexity). Second, the company advertises U.S. service coverage but identifies its headquarters as Mamponteng, Kumasi, Ghana, serving B2B SaaS and enterprise brands across the United States, United Kingdom, and Canada [27]. U.S. market delivery is advertised, but local staffing, U.S.-specific references, and time-zone or contracting details are unclear [27].
Use-Case-Specific Features and Capabilities
Questions This Section Answers
- Does Citevora deliver citation architecture mapping and third-party authority development, or only content optimization?
- Which AI platforms does Citevora measure, and does it report citations rather than only a proprietary visibility score?
Citevora's advertised capabilities map to all six buyer criteria, but the evidence behind each is company-published and uneven in depth.
| Buyer criterion | Citevora's advertised coverage | Evidence quality |
|---|---|---|
| Citation analysis | One-time AI Citation Analysis mapping cited competitors, cited pages, third-party sources, source patterns, and evidence gaps, with a 90-day action roadmap | Company-published |
| Citation architecture mapping | Source-worthy content architecture, answer-source architecture, citation intelligence, prompt mapping, cited-page analysis, and identification of repeatedly cited pages and source domains | Company-published |
| Third-party authority development | Authority plans involving publications, expert contributions, directories, partnerships, digital PR, datasets, reviews, and credible mentions; digital PR citation acquisition and entity reinforcement | Company-published; scale and delivery record unverified |
| Source-gap analysis | Competitor source mapping, evidence-gap analysis, external authority review, entity consistency review, and a source-gap roadmap | Company-published |
| Content strategy and implementation | Citation-ready content, commercial-page optimization, comparison and research assets, direct answers, evidence density, structured data where appropriate, and priority-page recommendations | Company-published |
| Measurement across AI platforms | Query coverage, citations, cited URLs, brand mentions, competitor share, answer accuracy, AI referrals, and generative-search impressions across five or more environments including ChatGPT, Google AI experiences, Perplexity, Gemini, and Microsoft Copilot | Company-published; exact platform list and methodology not fully enumerated |
Citevora also states that it does not manufacture or guarantee citation scores and acknowledges that generative answers vary by time, context, model, location, and wording [28]. That is a realistic limitation for GEO work, but it means buyers must evaluate the engagement through measurable query sets and source-level reporting rather than guaranteed placements.
Anthropic's assessment directly contradicts this capability list, stating that Citevora does not perform citation architecture mapping, source-gap analysis, off-site authority building, or content production, and lacks ongoing multi-engine tracking [29]. Buyers should treat the capability table above as company-reported and verify deliverables in writing.
Pricing, Fees, Contracts, and Ongoing Costs
Questions This Section Answers
- How much does Citevora cost per month for AI citation building, and what does the AI Citation Analysis diagnostic cost?
- Are there setup fees, minimum contract terms, or cancellation fees with Citevora?
Citevora publishes starting prices for six services, but these are explicitly starting prices rather than binding quotes, and no cancellation, renewal, notice-period, refund, implementation, or ownership terms were identified in the reviewed sources (openai, perplexity).
| Service | Published starting price | Type |
|---|---|---|
| Generative Engine Optimization | From $3,000/month | Monthly retainer |
| AI Search Optimization | From $3,000/month | Monthly retainer |
| AI Search Visibility Services | From $2,500/month | Monthly retainer |
| ChatGPT SEO Services | From $2,000/month | Monthly retainer |
| AI Citation Analysis | From $1,250 | One-time diagnostic |
| AI Search Strategy | From $1,500 | One-time strategy |
| Enterprise GEO Consulting | $5,000 | One-time, explicitly not a retainer |
Sources: [30].
The GEO page states a recommended initial commitment of three months, and the AI Search Visibility plan recommends an initial three-month cycle [35]. No public cancellation policy, minimum term beyond that recommendation, or service-level agreement is clearly disclosed (openai, perplexity).
Additional costs are possible for larger sites, multiple markets, complex product catalogs, broader query coverage, increased content production, or aggressive digital PR and authority requirements, but these are not publicly quantified (openai, perplexity). Final scope depends on site size, markets, query coverage, content velocity, authority requirements, competitor count, number of engines, and implementation support needs (perplexity).
Pricing confidence is moderate for openai and perplexity, which retrieved the published figures, and low for grok, deepseek, kimi, and anthropic, which either reported company-sourced figures without independent verification or found no published pricing at all [34]. Deepseek reported no published, verifiable pricing and presumed custom quoting (deepseek). Kimi reported no verifiable pricing information (kimi). Anthropic reported no published pricing on citevora.com or through search results (anthropic). Buyers should treat all figures as company-reported starting points.
Best Suited For
Questions This Section Answers
- Who is Citevora best suited for in AI citation building, and what size of company does it target?
- Is Citevora a good choice for a B2B SaaS or enterprise brand that wants an agency-led GEO program?
Citevora is best suited to B2B SaaS, enterprise, and expertise-led companies that want an agency-led GEO and citation program rather than a self-service tool (openai). Buyers who need both diagnostic citation research and ongoing content, authority, entity, and measurement work fit the advertised model, as do companies targeting ChatGPT, Google AI experiences, Perplexity, Gemini, and Microsoft Copilot [36].
Grok described the target buyer as enterprise and B2B SaaS brands seeking cross-engine citation share measurement and optimization, and explicitly excluded small and local businesses [38]. Perplexity described the best fit as companies wanting ongoing AI citation building across major AI search and answer engines, teams that need citation architecture, authority gaps, and measurement handled by one vendor, and buyers wanting a diagnostic first via AI Citation Analysis before committing to a retainer (perplexity).
The diagnostic-first path is a genuine structural advantage for cautious buyers. AI Citation Analysis at from $1,250 one-time lets a buyer validate the opportunity before purchasing a monthly retainer [39]. Buyers who want to compare this model against other providers can review the wider ai citation authority building category directory.
Probably Not Best Suited For
Questions This Section Answers
- Who should not choose Citevora for AI citation building?
- Is Citevora a poor fit for buyers who need independently verified citation-growth results or a U.S.-based delivery team?
Citevora is probably not the best choice for buyers who require independently verified citation-growth results, transparent case-study performance data, or a large U.S.-based delivery organization (openai). No independent evidence was identified in the reviewed sources confirming customer outcomes, citation increases, referral growth, or retention (openai).
It is also a poor fit for companies seeking only conventional SEO, paid media, or guaranteed placement in a specific AI answer (openai). Citevora states that it does not guarantee citation scores [41]. Organizations needing a fully self-service citation-monitoring platform rather than an agency engagement should look elsewhere (openai).
Anthropic's assessment is more categorical: it stated that Citevora is fundamentally misaligned for buyers seeking managed GEO agency services with strategy and execution, citation architecture mapping, third-party authority development, multi-engine tracking, competitor benchmarking, or white-label and reseller delivery [42]. Deepseek advised that buyers requiring independently verified client outcomes, audited measurement across named AI platforms, transparent published rate cards, or enterprise procurement documentation should look elsewhere (deepseek). Kimi advised that risk-averse buyers comparing established GEO agencies with proven track records should look elsewhere (kimi).
Buyers should also weigh the geographic mismatch. Citevora is headquartered in Ghana while advertising U.S. service coverage, so U.S. buyers needing local staffing, U.S.-specific references, or aligned time-zone support should verify those details before engaging [43].
When Another Option May Be Better
Questions This Section Answers
- What is a better alternative to Citevora for a buyer who needs transparent published pricing or month-to-month terms?
- When should a buyer choose a GEO tracking platform or a larger U.S. agency instead of Citevora?
Another option may be better in several specific situations, and the platforms named concrete alternatives.
Choose a larger U.S.-based SEO, digital PR, or enterprise content agency when the buyer needs extensive U.S. media relationships, large-scale content production, or established procurement and compliance processes (openai). Choose a specialist visibility-monitoring platform when the primary need is software-based tracking and benchmarking rather than agency execution (openai). Choose a conventional technical SEO and content agency when AI citation building is secondary to unresolved indexing, site architecture, or core organic-search problems (openai).
Kimi named specific alternatives with published pricing: Foundgrove at $2,500 per month, ThinkProfits at $995 per month, UPLIFY at $1,000 per month, and Citeme on a custom quote [44]. Kimi also reported that Citeme offers a citation tracking platform at €49–59 per month or a full service engagement, and that Citeme and UPLIFY specifically describe cross-engine measurement across ChatGPT, Perplexity, Gemini, and Google AI Overviews [47]. Anthropic named Citeme, CiteVantage, Searchbloom, and Superhub as established GEO agencies with agency execution, content production, and platform tracking [48].
For buyers who need multi-engine tracking and competitive benchmarking without full agency execution, Anthropic suggested combining platform solutions such as Evertune, Otterly, or Promptmonitor with agency services (anthropic). For buyers scaling across multiple brands or markets, Anthropic suggested agency partnerships with reseller or white-label support rather than a plugin-only approach (anthropic).
Independent benchmarks place GEO agency retainers in a $1,500–$50,000+ per month range, with typical deliverables including query selection, baseline citation matrices, entity pages, JSON-LD schema, listicles, directory work, Reddit and LinkedIn seeding, llms.txt, weekly multi-engine tracking, and competitive benchmarking [49]. Citevora's $3,000 monthly starting point sits at the lower end of that range, but the scope included at that price is not fully disclosed (openai, perplexity).
Questions to Verify Before Buying
Questions This Section Answers
- What should a buyer confirm with Citevora before signing a GEO retainer for AI citation building?
- Which contract, data, and deliverable terms are missing from Citevora's public materials?
The platforms converged on a consistent verification list. Buyers should confirm these items in writing before committing to any engagement.
Scope and measurement: Which exact AI platforms, model versions, locations, languages, and query volumes are included in the proposed measurement plan (openai)? Which AI platforms are measured and with what methodology (deepseek)? How are answer volatility, personalization, location differences, model changes, and false or inaccurate AI mentions handled in reporting (openai)?
Deliverables and evidence: Will Citevora provide raw prompt-and-answer records, cited URLs, competitor sources, timestamps, and reproducible methodology (openai)? What specific deliverables are included monthly: audits, page rewrites, new content, digital PR, directory work, outreach, implementation, and reporting (openai)? Does the retainer include content creation and technical implementation, or only recommendations (perplexity)?
Authority development: Who performs third-party authority development, and what practices are excluded to avoid low-quality or manufactured mentions (openai)? How are third-party authority placements sourced and disclosed as paid versus earned (deepseek)? Are PR and distribution costs separate (perplexity)?
Contract and ownership: What is the minimum contract term, renewal process, cancellation notice, refund policy, and ownership of content, data, accounts, and reporting history (openai)? Are content production, developer implementation, digital PR placements, paid directories, tools, and travel or third-party costs included in the quoted fee (openai)?
Entity and geography: What is the legal entity name, U.S. registration, and contracting jurisdiction (deepseek)? Can Citevora provide verifiable U.S. client references or anonymized before-and-after citation datasets for comparable industries (openai)? What data-processing, confidentiality, security, and subcontractor terms apply to U.S. clients (openai)?
Entity-type confirmation: Does Citevora offer managed GEO agency services, or is it plugin-only, and if agency services exist, what do they include and cost (anthropic)? This question is essential given the unresolved conflict between the agency description on citevora.com and the WordPress plugin listing identified by anthropic [51].
Final AI Consensus Verdict
Citevora is a good fit for GEO agencies for AI citation building, with meaningful verification requirements. Two of six included platforms named it during ranking discovery, both at rank 1, and the platforms that evaluated its fit described advertised services covering citation analysis, citation architecture mapping, third-party authority development, source-gap analysis, content strategy, and cross-engine measurement (openai, perplexity, grok).
The rating should be reduced to mixed if the buyer requires independently verified outcomes, a clearly U.S.-based delivery team, detailed contractual terms, or guaranteed platform-specific citation results (openai). It should be reduced further if the WordPress plugin conflict identified by anthropic reflects the actual entity the buyer would contract with [52].
The strongest buying path is AI Citation Analysis for diagnosis followed by Generative Engine Optimization or AI Search Optimization for execution (openai, perplexity). The weakest evidence areas are independent outcome validation, contract terms, and the exact platform list behind the "five or more platforms" claim (openai, perplexity, deepseek, kimi). Platform agreement on advertised capabilities does not prove product quality, and no platform in this study supplied independently verified customer results.
How This Review Was Produced
This review was produced from six included platform responses (openai, anthropic, deepseek, grok, perplexity, kimi) collected for the topic "Best GEO Agencies for AI Citation Building" under the use case "GEO Agencies for AI Citation Building." Each platform independently evaluated Citevora's fit against the buyer criteria and reported its own rating, findings, pricing observations, and verification questions.
The ranking stage counted only platforms that named Citevora during discovery. Two platforms did so (kimi, openai), both at rank 1. The remaining four platforms evaluated fit without naming the entity during ranking discovery, which is why the mention count is 2 of 6 rather than 6 of 6.
All factual claims in this review are attributed to the platform that supplied them using parenthetical citation IDs. Company-owned sources are identified as such. No personal testing, customer interviews, or independent verification was performed.
Methodology Limitations
Several limitations apply to this review and should be weighed before purchase.
Evidence is predominantly company-owned. Of the 22 deduplicated sources in the catalog, 17 are company-owned and 5 are independent. Company claims are not independently verified, and this review does not describe them as such.
Platform-reported research dates differ from the authoritative run date of 2026-09-16. Deepseek reported 2026-02-14 and kimi reported 2026-09-17. These are provenance metadata and do not independently prove freshness.
One platform (deepseek) ran with search disabled, so its findings rest on model knowledge rather than retrieved evidence and are labeled platform-reported (deepseek).
The supplied URLs were collected from platform responses and were not independently validated by the writer stage.
The WordPress plugin conflict is unresolved. Anthropic identified a WordPress.org listing for a similarly named plugin ("Citevera") and concluded Citevora is plugin-only, while other platforms described agency services sourced from citevora.com [53]. This review reports the conflict rather than resolving it.
Citevora's public pages use overlapping labels including GEO, Generative Engine Optimization, AI Search Optimization, and AI Search Visibility Services, and the exact packaging boundaries are not fully clear (perplexity). The exact supported platform list, collection method, sampling frequency, and geographic controls behind the "five or more platforms" claim should be confirmed (openai).
No independent evidence was identified confirming customer outcomes, citation increases, referral growth, or retention (openai, deepseek, kimi). Public pricing is explicitly starting pricing, not a binding quote (openai). No cancellation, renewal, notice-period, refund, implementation, or ownership terms were identified (openai, perplexity).
AI citation and recommendation visibility is inherently variable and cannot be guaranteed (openai). Platform agreement on advertised capabilities does not establish product quality or delivery performance.
Sources
Company-Owned Sources
- Citevora – AI Search Optimization Agency | Get Cited by AI: https://citevora.com/
- About Citevora | Our AI Search Optimization Agency: https://citevora.com/about/
- Industries We Serve | AI Search Optimization by Sector: https://citevora.com/industries/
- AI Search Optimization Services | Citevora GEO Agency: https://citevora.com/services/
- AI Citation Analysis Services | Benchmark Your AI Visibility: https://citevora.com/services/ai-citation-analysis/
- AI Search Optimization | Fast, Focused Page Optimization: https://citevora.com/services/ai-search-optimization/
- AI Search Strategy Services | Citevora: https://citevora.com/services/ai-search-strategy-services/
- AI Search Visibility Services | Citevora: https://citevora.com/services/ai-search-visibility-services/
- Enterprise GEO Consulting | AI Search Strategy for Teams: https://citevora.com/services/enterprise-geo-consulting/
- Generative AI Search Engine Optimization Agency for Brands That Want to Become the Answer: https://citevora.com/services/generative-engine-optimization/
- Generative Engine Optimization Agency (GEO) | Foundgrove: https://foundgrove.com/services/geo
- GEO Optimization - First AI citation in 90 days | Hub365: https://hub365.ai/ai-suite/geo-optimization
- Generative Engine Optimization (GEO) Services — Get Cited by AI | ThinkProfits: https://thinkprofits.com/aeo-services/geo/
- GEO Agency for AI Search: proof & measurement — UPLIFY: https://uplify.agency/en/generative-engine-optimization/
- Citeme | The GEO/SEO agency that gets your brand cited by AI: https://www.citeme.io/
- The GEO agency that gets you cited by AI: https://www.citeme.io/services/geo-agency
- AI Visibility Services | Get Cited in AI Overviews, ChatGPT, and Perplexity | The HOTH: https://www.thehoth.com/ai-search-visibility/
Additional AI research evidence53 records
- AI research evidence record openai:c2
- AI research evidence record perplexity:c6
- AI research evidence record grok:0
- AI research evidence record deepseek:c2
- AI research evidence record openai:c1
- AI research evidence record perplexity:c1
- AI research evidence record openai:c7
- AI research evidence record perplexity:c7
- AI research evidence record perplexity:c9
- AI research evidence record anthropic:c1
- AI research evidence record openai:c1
- AI research evidence record openai:c2
- AI research evidence record openai:c7
- AI research evidence record perplexity:c1
- AI research evidence record perplexity:c3
- AI research evidence record perplexity:c4
- AI research evidence record perplexity:c6
- AI research evidence record grok:0
- AI research evidence record openai:c3
- AI research evidence record anthropic:c1
- AI research evidence record openai:c1
- AI research evidence record perplexity:c1
- AI research evidence record grok:0
- AI research evidence record deepseek:c1
- AI research evidence record kimi:citevora-site-unverified
- AI research evidence record deepseek:c2
- AI research evidence record openai:c10
- AI research evidence record openai:c2
- AI research evidence record anthropic:c1
- AI research evidence record perplexity:c3
- AI research evidence record perplexity:c7
- AI research evidence record perplexity:c8
- AI research evidence record perplexity:c12
- AI research evidence record grok:0
- AI research evidence record openai:c2
- AI research evidence record openai:c3
- AI research evidence record openai:c2
- AI research evidence record grok:0
- AI research evidence record openai:c7
- AI research evidence record perplexity:c7
- AI research evidence record openai:c2
- AI research evidence record anthropic:c1
- AI research evidence record openai:c10
- AI research evidence record kimi:foundgrove-geo
- AI research evidence record kimi:thinkprofits-geo
- AI research evidence record kimi:uplify-geo
- AI research evidence record kimi:citeme-geo
- AI research evidence record anthropic:c4
- AI research evidence record anthropic:c2
- AI research evidence record anthropic:c3
- AI research evidence record anthropic:c1
- AI research evidence record anthropic:c1
- AI research evidence record anthropic:c1
Independent Sources
- Generative Engine Optimization Services: 2026 Scope & Pricing: https://doodleweb.io/blog/generative-engine-optimization-services-pricing-2026
- Generative Engine Optimization Services: Buyer's Guide: https://ismybrandinai.com/generative-engine-optimization-services
- AI Search Optimization – llms.txt, Schema & AEO Audit – Citevera: https://wordpress.org/plugins/citevera-ai-search-optimization/
- Mastering AI Citations: The Ultimate GEO Playbook: https://www.frase.io/blog/how-to-get-cited-by-ai-search-engines-the-complete-geo-playbook
- How Much Does Generative Engine Optimization Cost in 2026?: https://www.webfx.com/blog/ai/generative-engine-optimization-cost/
Additional AI research evidence53 records
- AI research evidence record openai:c2
- AI research evidence record perplexity:c6
- AI research evidence record grok:0
- AI research evidence record deepseek:c2
- AI research evidence record openai:c1
- AI research evidence record perplexity:c1
- AI research evidence record openai:c7
- AI research evidence record perplexity:c7
- AI research evidence record perplexity:c9
- AI research evidence record anthropic:c1
- AI research evidence record openai:c1
- AI research evidence record openai:c2
- AI research evidence record openai:c7
- AI research evidence record perplexity:c1
- AI research evidence record perplexity:c3
- AI research evidence record perplexity:c4
- AI research evidence record perplexity:c6
- AI research evidence record grok:0
- AI research evidence record openai:c3
- AI research evidence record anthropic:c1
- AI research evidence record openai:c1
- AI research evidence record perplexity:c1
- AI research evidence record grok:0
- AI research evidence record deepseek:c1
- AI research evidence record kimi:citevora-site-unverified
- AI research evidence record deepseek:c2
- AI research evidence record openai:c10
- AI research evidence record openai:c2
- AI research evidence record anthropic:c1
- AI research evidence record perplexity:c3
- AI research evidence record perplexity:c7
- AI research evidence record perplexity:c8
- AI research evidence record perplexity:c12
- AI research evidence record grok:0
- AI research evidence record openai:c2
- AI research evidence record openai:c3
- AI research evidence record openai:c2
- AI research evidence record grok:0
- AI research evidence record openai:c7
- AI research evidence record perplexity:c7
- AI research evidence record openai:c2
- AI research evidence record anthropic:c1
- AI research evidence record openai:c10
- AI research evidence record kimi:foundgrove-geo
- AI research evidence record kimi:thinkprofits-geo
- AI research evidence record kimi:uplify-geo
- AI research evidence record kimi:citeme-geo
- AI research evidence record anthropic:c4
- AI research evidence record anthropic:c2
- AI research evidence record anthropic:c3
- AI research evidence record anthropic:c1
- AI research evidence record anthropic:c1
- AI research evidence record anthropic:c1
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
- 6
- Source records
- 22
- Ranking mentions
- 2 of 6
- Platform share
- 33%
- Final consensus rank
- #2
Research trail and source mix
Configured platforms
openai, anthropic, deepseek, grok, perplexity, kimi, google
Source mix
5 independent · 17 company-owned
Evidence support
21 direct · 1 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 465f879bf693a3adb5adcccc97765068df4931822027a578d26df621a87d9bc5