Adam Silva Consulting AI Citation Architecture Agency Fit Review

Answer Capsule

Adam Silva Consulting is a good fit for companies that want a fixed-scope, 90-day program combining citation audits, schema architecture, topical content, and multi-platform citation tracking. Two of seven platforms named it during the ranking stage — Anthropic at rank 3 and Grok at rank 8 — for an average listed rank of 5.5 and a final rank of 7. The strongest reason to consider it is the advertised 90-Day Authority Building Program, which directly addresses source mapping, competitor citation analysis, and citation measurement. The main limitation is that nearly all supporting evidence is company-owned, with no independently verified citation-lift data and conflicting reports about pricing and program naming.

Research Snapshot

Why Adam Silva Consulting Qualified for This Study

Questions This Section Answers

• Is Adam Silva Consulting a good choice for AI Citation Architecture Agencies?
• How many AI platforms actually named Adam Silva Consulting in the ranking stage for AI citation architecture?

Adam Silva Consulting qualified because two of the seven included platforms named it during ranking discovery, and all seven platforms returned a fit assessment for the use case. Anthropic ranked it third; Grok ranked it eighth ^[1]. The remaining five platforms (OpenAI, DeepSeek, Perplexity, Google, Kimi) evaluated the company without placing it in a numbered ranking.

The company's advertised service line maps directly to the buyer prompt: authority audits, competitor citation testing, schema deployment, and citation tracking across ChatGPT, Perplexity, Claude, Gemini, and Bing Copilot ^[3]. Its own site describes a 90-Day Authority Building Program priced at $15,000 flat ^[5].

Qualification does not equal endorsement. Kimi reported finding no verifiable independent information about the company and rated it uncertain ^[6]. DeepSeek, which ran without search enabled, also rated it uncertain and noted that only company-owned sources were retrievable ^[7]. Those two dissenting assessments are preserved throughout this review.

The Product, Model, Plan, or Service Most Relevant to AI Citation Architecture Agencies

Questions This Section Answers

• Which Adam Silva Consulting plan is most relevant for a company that needs competitor citation mapping and authority-gap analysis?
• Is the 90-Day Authority Building Program the same thing as the 90-Day Citation Program?

The most relevant offering is the 90-Day Authority Building Program, also marketed as the 90-Day Citation Program. The reviewed page presents these as the same or closely related offering, but the naming is inconsistent across materials and should be confirmed in writing before purchase ^[9].

Advertised deliverables include an authority audit covering current AI citation footprint, topical gaps, and competitor citation landscape; hub-and-spoke content architecture; 10 authority articles of 2,000+ words; primary research; a 20+ term DefinedTermSet glossary; and JSON-LD types including Person, Organization, Article, FAQPage, DefinedTermSet, and ClaimReview ^[9]. The program is described as a 90-day intensive with monthly citation audits ^[9].

A narrower entry point is the AEO Audit, advertised at $5,000 with delivery in five business days. It covers 50+ live queries, five-platform testing, competitor comparison, keyword-to-answer mapping, and a schema-gap report ^[12]. A related GEO Implementation service is advertised at $7,500 for two-week delivery ^[9].

The company also positions itself around agentic commerce protocols — UCP, ACP, and AP2 — which one platform described as its primary positioning rather than citation architecture ^[15]. Buyers seeking citation-only strategy should note that citation work is presented as one component of a broader six-pillar service model ^[17].

What the AI Platforms Agreed About

Questions This Section Answers

• What do AI platforms agree Adam Silva Consulting does well for AI citation architecture?
• Does Adam Silva Consulting measure AI citations across ChatGPT, Perplexity, Claude, and Gemini?

Platforms broadly agreed on three points: the advertised scope aligns with citation architecture, the program includes multi-platform citation measurement, and the pricing is fixed rather than retainer-based.

On scope, OpenAI, Anthropic, Grok, Perplexity, and Google all described the program as covering source audits, competitor citation analysis, schema, and topical content ^[18]. Google characterized the approach as Answer Engine Optimization and Generative Engine Optimization built on a proprietary "Authority Flywheel" ^[23].

On measurement, the company states it audits or tests ChatGPT, Perplexity, Claude, Gemini, and Bing Copilot, scoring outcomes as direct citation, brand mention, recommendation, or absent ^[18]. The AEO Audit is described as running 50+ structured citation tests across ChatGPT, Perplexity, Claude, and Gemini ^[26].

On pricing, multiple platforms reported a $15,000 flat fee for the 90-day program with no retainer lock-in ^[27]. Google reported high pricing confidence and noted the program is priced quarterly and is the only recurring model ^[29].

Agreement here reflects consistent reading of the same company-owned pages, not independent verification of outcomes. Company-owned citations materially outnumber independent citations in this evidence set.

Where the AI Platforms Disagreed or Were Uncertain

Questions This Section Answers

• Why did some AI platforms rate Adam Silva Consulting as uncertain for AI citation architecture?
• Is there independent proof that Adam Silva Consulting improves AI citations?

The platforms disagreed sharply on verifiability. Kimi rated the company uncertain and reported that no independent sources confirmed its existence, programs, methodology, or pricing, and that the official website could not be confirmed as active during its research pass ^[30]. DeepSeek, which ran without search enabled, also rated it uncertain and stated that only company-owned material was retrievable ^[31].

OpenAI, Anthropic, Perplexity, and Google rated it good; Grok and Google rated it strong ^[33]. This split is best described as mixed, not consensus.

Three factual conflicts remain unresolved in the supplied evidence:

Company size. Crunchbase reports 100+ employees and $10M+ annual revenue ^[38]. Trustpilot and the company About page describe 5 senior leaders and 20+ AI engineers ^[39]. One platform noted a D&B figure of 2 employees and $110K revenue, suggesting possible data lag or entity confusion ^[34].

Program naming. Materials reference both "90-Day Authority Building Program" and "90-Day Citation Program" interchangeably ^[33].

Pricing transparency. OpenAI, Anthropic, Grok, and Google reported a $15,000 program fee ^[33]. Perplexity and DeepSeek reported no verified public price ^[35]. Google also flagged that some overview pages reference pricing from "$0 to $15K" or list Authority Building as "Custom" for enterprise ^[43].

No platform supplied independently audited citation-lift data. Reported outcomes such as moving from zero citations to primary-source status are company-published claims or testimonials ^[33].

Use-Case-Specific Features and Capabilities

Questions This Section Answers

• What specific citation architecture capabilities does Adam Silva Consulting's 90-Day Authority Building Program include?
• Does Adam Silva Consulting handle schema implementation and JSON-LD for AI citation?

The advertised capability set covers the buyer's five stated criteria, though each rests on company-owned documentation.

Influential-source mapping and authority-gap analysis. The authority audit phase is described as analyzing current AI citation footprint, topical gaps, and competitor citation landscape ^[44]. The AEO Audit adds 50+ live queries, competitor comparison, keyword-to-answer mapping, and a schema-gap report ^[45].

Citation architecture and source coverage. Advertised elements include hub-and-spoke content architecture, 10 authority articles of 2,000+ words, primary research, a 20+ term DefinedTermSet glossary, and JSON-LD types including Person, Organization, Article, FAQPage, DefinedTermSet, and ClaimReview ^[44]. The company also publishes guidance on topical authority, citation frequency, topical coverage, schema completeness, entity confidence, and internal-link architecture ^[46].

AI-platform measurement. The company states it tests ChatGPT, Perplexity, Claude, Gemini, and Bing Copilot, scoring outcomes as direct citation, brand mention, recommendation, or absent ^[44]. The Authority Building page describes monthly audits over 90 days; the AEO Audit describes a one-time five-business-day scorecard ^[44].

Methodology framing. The "Authority Flywheel" is described as a four-stage sequence: protocol compliance, schema-rich content parsing, AI-synthesized citation, and compounding authority accumulation ^[47].

Recommendation visibility. The service is positioned as improving whether AI agents cite and recommend a brand, but public materials do not establish a guaranteed or independently verified increase in recommendations ^[44].

One platform noted the program targets three platforms for citation visibility but does not explicitly address platform-specific citation rules or the reported 13.7% domain overlap between ChatGPT and Google AI Overviews ^[49].

Pricing, Fees, Contracts, and Ongoing Costs

Questions This Section Answers

• How much does Adam Silva Consulting's 90-Day Authority Building Program cost, and are there setup or cancellation fees?
• What are Adam Silva Consulting's refund and payment terms for AI citation architecture work?

Advertised prices, as reported by platforms, are: $15,000 flat for the 90-Day Authority Building Program ^[51]; $5,000 for the AEO Audit ^[51]; $7,500 for GEO Implementation ^[51]; and $299 one-time or $1,499/year for the Agentic Commerce Readiness Assessment ^[54]. One platform also reported a 16-week protocol implementation program at $75,000 flat ^[58]. These are advertised prices, not independently verified quotes.

Payment and contract terms, per the company's Terms of Service page: all sales are final with no refunds, credits, or chargebacks; credit or debit card payments carry a 4% convenience fee while ACH and wire transfers carry none; recurring invoices unpaid within 7 days may result in suspension, and accounts more than 30 days past due may incur a 1.5% monthly late fee; recurring services can be cancelled with written notice at least 14 days before the next billing date, stopping future charges only with no prorated refunds ^[59].

The Terms of Service also state that the company does not guarantee specific business outcomes, revenue increases, search rankings, or lead volumes, and that total liability is capped at fees paid in the preceding six months (official:C2).

Additional fees are unclear. OpenAI reported no additional-fee schedule on reviewed pages but noted potential client-side costs for original research data, surveys, subject-matter-expert time, development, publishing, or third-party tools ^[51]. Perplexity reported that it is unclear whether audits, implementation, content production, or ongoing monitoring are billed separately ^[60]. DeepSeek reported no retrievable public pricing at all ^[61].

Best Suited For

Questions This Section Answers

• Which types of companies get the most value from Adam Silva Consulting's 90-Day Authority Building Program?
• Is Adam Silva Consulting a good fit for a mid-market B2B brand with weak AI citation visibility?

Adam Silva Consulting is best suited to U.S. companies that want a structured, fixed-scope 90-day engagement rather than an open-ended retainer. Platform assessments converged on several buyer profiles.

B2B or enterprise brands with existing expertise but weak visibility in AI-generated answers are the clearest fit ^[62]. Companies wanting a fixed-scope 90-day program combining content production, schema, primary research, and citation measurement also match the advertised scope ^[62]. Buyers who need competitor citation-pathway analysis and a prioritized authority-gap roadmap are directly served by the audit phase ^[62].

Google described the fit as strong for companies specifically targeting AI search, generative answers, and recommendation platforms, and noted the flat-rate pricing with defined deliverables ^[65]. Anthropic described the fit as good for mid-market to enterprise buyers with technical infrastructure ready for implementation and budgets of $15K+ ^[67].

Buyers who want a single vendor to own earned media, on-site work, and off-site source coverage together were also listed as a fit, though the depth of third-party source acquisition is unclear ^[68].

Probably Not Best Suited For

Questions This Section Answers

• Who should not hire Adam Silva Consulting for AI citation architecture?
• Is Adam Silva Consulting suitable for a buyer who needs guaranteed citation increases?

Buyers seeking guaranteed increases in citations, traffic, rankings, or recommendations should look elsewhere. No public guarantee was identified, and the Terms of Service explicitly disclaim outcome guarantees ^[69].

Organizations that require independently audited case-study results or detailed legal, refund, and cancellation terms before purchase are a poor fit. The evidence base is largely vendor-controlled, and one platform reported finding no independent verification at all ^[69].

Companies needing large-scale independent media relations, authoritative backlink acquisition, or marketplace and review-platform optimization as the central service are not well matched. The program emphasizes first-party content and schema architecture, and the breadth of third-party source acquisition, digital PR, reviews, directories, and authoritative backlinks is unclear ^[69].

Startups or early-stage companies with limited budgets face a $15,000 minimum entry point ^[71]. Buyers seeking audit-only engagement without remediation are also excluded, since the company does not appear to offer citation-only engagements ^[71].

Organizations on managed hosting or multi-tenant SaaS platforms that cannot support root-level protocol control were flagged as unsuitable by one platform ^[71].

When Another Option May Be Better

Questions This Section Answers

• What is a better alternative to Adam Silva Consulting for a buyer whose main bottleneck is third-party earned media?
• When should a buyer choose a different AI citation architecture agency instead of Adam Silva Consulting?

Choose a specialist digital PR, earned-media, or link-acquisition agency when third-party source coverage and independent authority signals are the primary bottleneck ^[72]. Choose an enterprise SEO or GEO platform with independently documented longitudinal benchmarks when ongoing cross-platform measurement and reporting scale matter more than a fixed-scope content build ^[72].

Choose the provider's own AEO Audit rather than the 90-day program when the buyer needs diagnosis and competitor citation mapping before approving implementation work ^[72].

Kimi named five alternatives with documented citation-architecture services: Citable, which offers a CITE Framework, citation-gap roadmaps, and cross-surface visibility audits ^[74]; Citevora, which provides AI Citation Analysis from $1,250 with prompt-level citation research and competitor citation mapping ^[75]; Citeme, which offers GEO agency engagement with weekly execution and measurement across nine engines ^[76]; CiteWorks Studio, which maps owned, third-party, review, comparison, community, video, and industry sources with live gap tracking ^[77]; and Cited, which tests prompts on Perplexity and Gemini with mapped competitor citations ^[78].

Anthropic suggested competitors such as Siege Media and Terakeet for ongoing retainer-based citation management, noting higher monthly costs, and suggested Conductor, Semrush, or BrightEdge for standalone AEO/GEO auditing without protocol implementation ^[79]. Buyers with regulatory constraints in healthcare, legal, or finance may prefer domain-specific agencies ^[79].

Questions to Verify Before Buying

Questions This Section Answers

• What should a buyer confirm with Adam Silva Consulting before signing a contract for AI citation architecture?
• How does Adam Silva Consulting measure AI citations, and will the buyer receive raw before-and-after data?

The platforms collectively produced a long verification list. The highest-value items, deduplicated across sources:

Confirm whether the 90-Day Authority Building Program and 90-Day Citation Program are identical, and what exact deliverables are contractually included ^[80].

Ask how "AI citations" are measured — API access, third-party monitoring tools, or manual queries — and whether testing uses logged-in or logged-out environments, geographic personalization, fixed prompts, repeat sampling, or statistical confidence thresholds ^[82].

Ask what "measurable citation growth" means, whether minimum thresholds or benchmarks are defined before engagement, and whether raw before-and-after data will be provided ^[82].

Ask which third-party sources, publications, directories, review sites, and knowledge-graph properties will be mapped or pursued, and whether third-party data, surveys, paid placements, PR, backlinks, review management, or software subscriptions are excluded or billed separately ^[80].

Ask which schema types will be implemented on which URLs, and who handles development, QA, validation, and maintenance ^[80].

Ask how the program handles the reported 13.7% domain overlap between ChatGPT and Google AI Overviews, and whether platform-specific content forks are recommended ^[82].

Ask whether the 10 research articles are original research authored by the provider, licensed from third parties, or AI-generated ^[82].

Ask whether the 50+ citation tests in the AEO Audit have a refresh cadence or are a one-time snapshot ^[82].

Ask whether the program can be customized for specific competitors or regulated verticals ^[82].

Ask whether the provider can supply anonymized evidence showing query-level before-and-after results and independent client references ^[80].

Ask about volume limits on catalog or website size under the flat $15,000 fee, and whether ACH or wire payment is required to waive the 4% card fee ^[83].

Ask what the refund or remediation policy is if the 90-day program does not deliver measurable citation growth, given the stated no-refund policy ^[82].

Final AI Consensus Verdict

Adam Silva Consulting is a good fit for U.S. companies seeking a structured, fixed-scope AI citation architecture program centered on first-party authority, schema, topical coverage, original research, competitor citation analysis, and multi-platform monitoring. Two of seven platforms named it during ranking discovery, and platform fit ratings ranged from strong (Grok, Google) to good (OpenAI, Anthropic, Perplexity) to uncertain (DeepSeek, Kimi).

The strongest reason to consider it is the advertised 90-Day Authority Building Program, which maps directly to the buyer's stated criteria at a reported $15,000 flat fee. The main limitation is evidentiary: nearly all supporting material is company-owned, no independently audited citation-lift data was supplied, and one platform reported finding no verifiable independent information at all.

Buyers should purchase with verification of methodology, third-party source-building scope, contractual terms, and independently supportable outcomes. It is not the strongest choice when the buyer primarily needs earned-media authority, large-scale backlink acquisition, or independently audited performance evidence.

How This Review Was Produced

This review synthesizes fit assessments returned by seven AI platforms for the query: which agencies would you recommend for AI citation architecture, and why. Each platform returned a structured response covering fit rating, strengths, limitations, pricing, and verification questions. Two platforms named Adam Silva Consulting during ranking discovery; all seven returned a fit assessment.

Ranking statistics reflect only platforms that placed the entity in a numbered list. Fit ratings reflect each platform's own assessment and are reported as platform-reported, not independently verified. Company-owned citations materially outnumber independent citations in this evidence set, and no platform supplied independently audited performance data.

Methodology Limitations

Platform-reported research dates differ from the authoritative run date of 2026-09-16. DeepSeek reported a research date of 2026-06-30; all other platforms reported 2026-09-16. Platform-reported dates are provenance metadata and do not independently prove freshness.

DeepSeek ran without search enabled, so its assessment rests on model knowledge rather than retrieved sources. Kimi reported that the official website could not be confirmed as active during its research pass, which conflicts with other platforms that retrieved company pages successfully.

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. Company size, program naming, and pricing transparency conflicts remain unresolved and are described rather than resolved. No platform supplied independently audited citation-lift data, and no public guarantee of citation, recommendation, traffic, or revenue outcomes was identified.

See the broader AI Citation Architecture Agencies consensus index for comparisons across qualified options.

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