Live audit

Data and systems consulting · Fifty Stork

Executive readout

Data and systems consulting · Fifty Stork scores 42/100 for GEO readiness, which places the site in the AT RISK tier. The audit analyzed 25 representative pages and found the biggest opportunities in crawler access, structured data, and quote-friendly content. The fastest path to improvement is to remove access blockers, publish stronger machine-readable entity signals, and turn key commercial pages into clear answer destinations.

https://www.fiftystork.com E-commerce 2026-10-07 25 sampled pages AI kit 2/15

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Dimension scores

Six signals that roll up into your GEO score.

AI citability

How quotable and structured the sampled pages are for answer engines.

Brand authority

Signals that help models recognize and trust your entity.

Content E-E-A-T

Experience, expertise, authority, and trust cues in key copy.

Technical GEO

Crawl access, rendering hints, headers, and machine-readable delivery.

Schema

Structured data coverage and GEO-relevant types on reviewed URLs.

Platform readiness

Readiness across major AI answer and assistant surfaces.

Score breakdown

How each pillar contributes.

AI Citability

How easy it is for AI systems to quote your pages.

Brand Authority

How strongly your brand exists as a recognizable entity.

Content E-E-A-T

Evidence of expertise, trust, and depth across key pages.

Technical GEO

Crawlability, rendering quality, and basic technical readiness.

Schema

Machine-readable markup coverage across the sampled pages.

Platform Readiness

How the site is positioned for major AI answer surfaces.

Platform readiness

Strength by answer surface.

ChatGPT50

Perplexity45

Google AI Overviews52

Gemini53

Bing Copilot51

Action plan

Prioritized work, from quick wins to strategic bets.

Quick wins

Rewrite priority pages using clear answer blocks, factual statements, and self-contained paragraphs in the 100-200 word range.
Raises the odds that AI tools will quote your pages directly instead of paraphrasing competitors.

Medium-term

Deploy the complete AI readiness file set to the web root. See https://ai.silverbackmarketing.com/ for a reference deployment.
A complete kit adds a +20 point bonus to the GEO score and gives every major AI platform a direct reading path into the site.
Strengthen About, Team, Contact, and proof sections with credentials, client evidence, years in business, and external references.
Builds trust signals that both users and AI systems rely on when choosing what to cite.
Add Product markup to the most relevant pages, then extend to the remaining types where content supports them.
Category-matched schema helps AI platforms classify the business and select it for category-specific answers.
Prioritize LinkedIn, YouTube, review platforms, and a clean sameAs graph; pursue Wikidata or Wikipedia when the brand is notable enough.
Makes the brand easier for AI systems to recognize, disambiguate, and trust.

Strategic bets

Deploy the complete AI readiness file set to the web root. See https://ai.silverbackmarketing.com/ for a reference deployment.
A complete kit adds a +20 point bonus to the GEO score and gives every major AI platform a direct reading path into the site.
Strengthen About, Team, Contact, and proof sections with credentials, client evidence, years in business, and external references.
Builds trust signals that both users and AI systems rely on when choosing what to cite.
Add Product markup to the most relevant pages, then extend to the remaining types where content supports them.
Category-matched schema helps AI platforms classify the business and select it for category-specific answers.
Prioritize LinkedIn, YouTube, review platforms, and a clean sameAs graph; pursue Wikidata or Wikipedia when the brand is notable enough.
Makes the brand easier for AI systems to recognize, disambiguate, and trust.

Findings

Open a row to read detail and recommended fixes.

Critical

No critical findings for this audit.

High

Content is not yet quote-friendly for AI systemsHigh

The sampled pages skew toward low citability, which usually means the copy is too vague, too thin, or too contextual for an answer engine to safely extract.

Recommended fix · Rewrite priority pages using clear answer blocks, factual statements, and self-contained paragraphs in the 100-200 word range.

Affected pages · https://www.fiftystork.com/products/#stadra · https://www.fiftystork.com/contact/ · https://www.fiftystork.com/practice/predictive-models/ · https://www.fiftystork.com/practice/funnel-design/ · https://www.fiftystork.com/practice/event-model/

Medium

AI readiness kit is not deployedMedium

Only 2 of 15 AI readiness files were found at the web root. A complete kit (llms.txt, ai.txt, ai-entities.json, rag-index.json, and companions) gives AI systems a full machine-readable map of the site.

Recommended fix · Deploy the complete AI readiness file set to the web root. See https://ai.silverbackmarketing.com/ for a reference deployment.

Authority and trust signals are weakMedium

The site does not yet show a strong enough mix of authoritativeness, company context, and proof elements across the pages sampled.

Recommended fix · Strengthen About, Team, Contact, and proof sections with credentials, client evidence, years in business, and external references.

Missing the schema types expected for a E-commerce siteMedium

The site was classified as E-commerce, but none of the schema types AI systems expect for this category (Product, Offer, AggregateRating) were found on the sampled pages.

Recommended fix · Add Product markup to the most relevant pages, then extend to the remaining types where content supports them.

Off-site entity presence is thinMedium

The brand appears to have limited discoverable entity reinforcement outside the website itself, especially on sources AI systems commonly cross-check.

Recommended fix · Prioritize LinkedIn, YouTube, review platforms, and a clean sameAs graph; pursue Wikidata or Wikipedia when the brand is notable enough.

Low

No low findings for this audit.

Crawlers & coverage

Access signals and what is already working.

AI crawler access

GPTBotChatGPTALLOWED (200)
Keep access open
ClaudeBotClaudeALLOWED (200)
Keep access open
PerplexityBotPerplexityALLOWED (200)
Keep access open
GoogleBotGoogle AI OverviewsALLOWED (200)
Keep access open
BingBotBing CopilotALLOWED (200)
Keep access open

Strengths

A valid llms.txt file is already live, which gives AI systems a direct reading path into the site.
The site already exposes machine-readable entity markup, giving AI systems a stronger identity graph.
Most major AI crawlers can currently access the site, which removes one of the most common GEO blockers.

AI readiness kit

2 of 15 readiness files are live.

Deployed (2)

/llms.txt /robots.txt

Missing (13)

/ai.txt /llms-full.txt /ai-sitemap.xml /sitemap.md /ai-entities.json /ai-intent.json /ai-schema.json /rag-index.json /rag-index.jsonl /ai-disclosure.txt /training-data-policy.txt /.well-known/ai-plugin.json /manifest.json

Sampled pages

Per-URL signals from the crawl set.

Data and systems consulting · Fifty Stork

37.3 citability

https://www.fiftystork.com

288 words 4 schema types 0/4 missing alt

Schema: Organization, PropertyValue, WebPage, WebSite

Data products: FirmaDB and Stadra · Fifty Stork

0 citability

https://www.fiftystork.com/products/#stadra

17 words 6 schema types 0/0 missing alt

Schema: BreadcrumbList, ListItem, Organization, PropertyValue, WebPage, WebSite

Contact for data and systems consulting · Fifty Stork

0 citability

https://www.fiftystork.com/contact/

3 words 6 schema types 0/0 missing alt

Schema: BreadcrumbList, ContactPage, ListItem, Organization, PropertyValue, WebSite

Product data model · Fifty Stork

32.7 citability

https://www.fiftystork.com/practice/product-data-model/

139 words 7 schema types 0/1 missing alt

Schema: BreadcrumbList, ListItem, Organization, PropertyValue, Service, WebPage, WebSite

Data and systems consulting catalogue · Fifty Stork

45.3 citability

https://www.fiftystork.com/practice/

870 words 7 schema types 0/26 missing alt

Schema: BreadcrumbList, CollectionPage, ItemList, ListItem, Organization, PropertyValue, WebSite

Data and systems architecture decisions · Fifty Stork

27.5 citability

https://www.fiftystork.com/practice/architecture-decisions/

144 words 7 schema types 0/1 missing alt

Schema: BreadcrumbList, ListItem, Organization, PropertyValue, Service, WebPage, WebSite

Data quality review · Fifty Stork

33 citability

https://www.fiftystork.com/practice/data-quality-review/

134 words 7 schema types 0/1 missing alt

Schema: BreadcrumbList, ListItem, Organization, PropertyValue, Service, WebPage, WebSite

Customer lifetime value (LTV) models · Fifty Stork

34 citability

https://www.fiftystork.com/practice/customer-value-models/

120 words 7 schema types 0/1 missing alt

Schema: BreadcrumbList, ListItem, Organization, PropertyValue, Service, WebPage, WebSite

Workflow and automation design · Fifty Stork

29 citability

https://www.fiftystork.com/practice/workflow-and-automation-design/

172 words 7 schema types 0/1 missing alt

Schema: BreadcrumbList, ListItem, Organization, PropertyValue, Service, WebPage, WebSite

Data preparation for AI · Fifty Stork

34 citability

https://www.fiftystork.com/practice/data-preparation-for-ai/

291 words 7 schema types 0/1 missing alt

Schema: BreadcrumbList, ListItem, Organization, PropertyValue, Service, WebPage, WebSite

Customer data platform (CDP) evaluation · Fifty Stork

38 citability

https://www.fiftystork.com/practice/cdp-evaluation/

238 words 7 schema types 0/1 missing alt

Schema: BreadcrumbList, ListItem, Organization, PropertyValue, Service, WebPage, WebSite

Event model · Fifty Stork

26 citability

https://www.fiftystork.com/practice/event-model/

133 words 7 schema types 0/1 missing alt

Schema: BreadcrumbList, ListItem, Organization, PropertyValue, Service, WebPage, WebSite

Customer identity matching and identity models · Fifty Stork

27.3 citability

https://www.fiftystork.com/practice/identity-model/

137 words 7 schema types 0/1 missing alt

Schema: BreadcrumbList, ListItem, Organization, PropertyValue, Service, WebPage, WebSite

Consent and permissions · Fifty Stork

29.8 citability

https://www.fiftystork.com/practice/consent-and-permissions/

142 words 7 schema types 0/1 missing alt

Schema: BreadcrumbList, ListItem, Organization, PropertyValue, Service, WebPage, WebSite

Collection and routing · Fifty Stork

28 citability

https://www.fiftystork.com/practice/collection-and-routing/

140 words 7 schema types 0/1 missing alt

Schema: BreadcrumbList, ListItem, Organization, PropertyValue, Service, WebPage, WebSite

Funnel design · Fifty Stork

24.3 citability

https://www.fiftystork.com/practice/funnel-design/

135 words 7 schema types 0/1 missing alt

Schema: BreadcrumbList, ListItem, Organization, PropertyValue, Service, WebPage, WebSite

Sales pipeline definitions · Fifty Stork

29 citability

https://www.fiftystork.com/practice/sales-pipeline-definitions/

135 words 7 schema types 0/1 missing alt

Schema: BreadcrumbList, ListItem, Organization, PropertyValue, Service, WebPage, WebSite

Lead routing and ownership · Fifty Stork

28.5 citability

https://www.fiftystork.com/practice/lead-routing-and-ownership/

123 words 7 schema types 0/1 missing alt

Schema: BreadcrumbList, ListItem, Organization, PropertyValue, Service, WebPage, WebSite

Campaign and sales process inventory · Fifty Stork

33 citability

https://www.fiftystork.com/practice/campaign-and-sales-process-inventory/

126 words 7 schema types 0/1 missing alt

Schema: BreadcrumbList, ListItem, Organization, PropertyValue, Service, WebPage, WebSite

Measurement plan · Fifty Stork

32 citability

https://www.fiftystork.com/practice/measurement-plan/

125 words 7 schema types 0/1 missing alt

Schema: BreadcrumbList, ListItem, Organization, PropertyValue, Service, WebPage, WebSite

Data requirements · Fifty Stork

33.8 citability

https://www.fiftystork.com/practice/data-requirements/

149 words 7 schema types 0/1 missing alt

Schema: BreadcrumbList, ListItem, Organization, PropertyValue, Service, WebPage, WebSite

Predictive models · Fifty Stork

21.7 citability

https://www.fiftystork.com/practice/predictive-models/

131 words 7 schema types 0/1 missing alt

Schema: BreadcrumbList, ListItem, Organization, PropertyValue, Service, WebPage, WebSite

Segmentation models · Fifty Stork

34 citability

https://www.fiftystork.com/practice/segmentation-models/

130 words 7 schema types 0/1 missing alt

Schema: BreadcrumbList, ListItem, Organization, PropertyValue, Service, WebPage, WebSite

Attribution models · Fifty Stork

36 citability

https://www.fiftystork.com/practice/attribution-models/

127 words 7 schema types 0/1 missing alt

Schema: BreadcrumbList, ListItem, Organization, PropertyValue, Service, WebPage, WebSite

Volume and cost models · Fifty Stork

34 citability

https://www.fiftystork.com/practice/volume-and-cost-models/

122 words 7 schema types 0/1 missing alt

Schema: BreadcrumbList, ListItem, Organization, PropertyValue, Service, WebPage, WebSite