Overall
72/100
Needs focused proof and offer work before relying on SEO + GEO signals.
Sample report
A decision-grade report format for SEO foundations, AI answer readiness, proof, offers, prompt evidence, AI files, and customer fix planning.
Overall
72/100
Needs focused proof and offer work before relying on SEO + GEO signals.
SEO Foundation
81/100
Crawlable baseline with metadata and schema gaps.
GEO Readiness
64/100
Category and audience are clear, but answer-first pages are thin.
Proof & Trust
48/100
Claims need official evidence URLs and review owners.
Offer Clarity
57/100
Pricing and constraints exist but are not structured enough for AI agents.
AI Files
42/100
llms.txt and well-known JSON drafts are ready for review, not publish.
| Finding | Evidence | Impact | Fix |
|---|---|---|---|
| Missing FAQPage schema | Homepage has FAQ copy but no FAQPage JSON-LD. | AI systems may miss extractable answer blocks. | Generate FAQPage schema and place it where the visible FAQ exists. |
| Weak claim proof | Three differentiator claims have no official source URL. | Citation confidence is lower because claims are unsupported. | Create Proof Graph rows with evidence URL, excerpt, confidence, owner, and last-verified date. |
| No comparison context | /compare and /alternatives are not found in the crawl set. | Buyer-intent prompts may choose competitors with clearer tradeoff pages. | Publish fair comparison pages with dated methodology and caveats. |
| Offer constraints unclear | Pricing text exists, but refund, eligibility, region, and support constraints are not structured. | AI agents cannot safely recommend or hand off checkout. | Build Offer Graph and Product/Offer schema before publishing commerce guidance. |
Best tools to improve AI search visibility for SaaS
Brand mentioned: yes; cited: no
Why lost or incomplete: Missing official methodology page.
Alternatives to legacy SEO audit tools for GEO
Brand mentioned: no; competitor mentioned: yes
Why lost or incomplete: No comparison page or proof-backed differentiation.
Can an AI agent understand this product plan?
Brand mentioned: yes; actionable: partial
Why lost or incomplete: Offer constraints and approval guardrails need structure.
Publish reviewed methodology and scoring limits
Approve Brand Brain facts and no-guarantee language
Attach evidence to top claims in Proof Graph
Generate and validate llms.txt plus well-known JSON
Run weekly prompt capture for competitor and citation movement
This sample is a representative format, not a live audit of a named customer. Production reports include timestamp, audit ID, crawl scope, generated assets, prompt evidence, limitations, and human review status.