Live audit

Aviary

Executive readout

Aviary scores 65/100 for GEO readiness, which places the site in the PROMISING tier. The audit analyzed 10 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://aviary-rs.com SaaS 2026-10-05 10 sampled pages AI kit 1/15

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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.

ChatGPT52

Perplexity51

Google AI Overviews71

Gemini72

Bing Copilot69

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.
Publish /llms.txt with your key URLs, short descriptions, and the most important sections of the site.
Creates a direct guidance layer for AI crawlers and improves audit completeness.

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.

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.

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.aviary-rs.com/docs/roadmap/ · https://aviary-rs.com · https://aviary-rs.com/docs/ · https://www.aviary-rs.com/docs/quickstart/ · https://www.aviary-rs.com/docs/accuracy-limitations/

llms.txt is missingHigh

The site does not currently publish an llms.txt file. While this is still emerging, it is one of the clearest ways to guide AI systems toward your most important pages.

Recommended fix · Publish /llms.txt with your key URLs, short descriptions, and the most important sections of the site.

Medium

AI readiness kit is not deployedMedium

Only 1 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.

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

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

1 of 15 readiness files are live.

Deployed (1)

/robots.txt

Missing (14)

/ai.txt /llms.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.