Public report
Benchline citability report
https://benchline-benchline2.vercel.app/ · GEO tools · 2026-10-28 UTC
Citability proxy
88/100
Citable on site. Most on-site signals in this checklist are present. That still does not mean any model mentions the brand.
This score is the sum of on-site checks. It is not a ChatGPT, Perplexity, Gemini, or Claude rank, and it is not a promise of first place.
Checklist
AI crawler access
- Pass
GPTBot allowed
GPTBot allowed is not blocked for “/”.
8/8
- Pass
ClaudeBot allowed
ClaudeBot allowed is not blocked for “/”.
6/6
- Pass
PerplexityBot allowed
PerplexityBot allowed is not blocked for “/”.
6/6
- Pass
Google-Extended allowed
Google-Extended allowed is not blocked for “/”.
5/5
llms.txt
- Pass
llms.txt present
Found a plain-text /llms.txt (1115 characters) at https://benchline-benchline2.vercel.app/llms.txt.
15/15
Structured data
- Pass
Organization schema
Found Organization structured data.
10/10
- Pass
WebSite schema
Found WebSite structured data.
8/8
- Gap
FAQ schema
No FAQ structured data in JSON-LD or microdata.
0/7
On-page brand signals
- Pass
Title names the brand
Title includes the brand: “Benchline — free GEO citability checker”.
10/10
- Pass
H1 names the brand
H1 includes the brand: “Benchline is a free GEO citability checker — see whether AI crawlers can cite your brand”.
8/8
- Pass
Meta description
Meta description: “Free GEO citability checker. Score whether AI crawlers can read your site, get a horizontal prompt pack, and grade an answer you paste in. …”.
Top fixes
1. FAQ schema7 points at stake
Add FAQPage JSON-LD only for questions the page actually answers. Do not mark up questions that are not visible.
2. Canonical link5 points at stake
Add a rel=canonical link on the homepage that points at the preferred URL.
Horizontal prompt pack
These prompts cover the category, alternatives, the brand itself, and evaluation questions. Run the ones that matter in the answer products you care about, then paste the replies below. Benchline does not fire this pack at live models on a free check.
18 prompts across category, comparison, brand, and evaluation queries.
Category demand
- best GEO tools tools 2026
- best GEO tools software 2026
- top GEO tools platforms
- GEO tools tools comparison
- best GEO tools for small business
- what GEO tools tool should I use
Alternatives and comparisons
- alternatives to Benchline
- Benchline alternatives
- Benchline vs competitors
- tools like Benchline
Brand understanding
- what is Benchline
- how does Benchline work
- Benchline pricing
Evaluation
- is Benchline worth it
- Benchline review
- Benchline pros and cons
- is Benchline legit
- who should use Benchline
Paste an answer
Paste a reply you already collected. We look for Benchline, where it sits, and other names in the same list or in a “vs” phrase.
Comma-separated names to look for. We also guess names from lists and “vs” phrases. Guesses can be wrong.
Scoring runs in your browser. The answer is not uploaded. The number is a reading of this text only, not a live rank.
Sources AI answers often trust
A homepage crawl cannot see these. They are the places a careful marketer usually works on next.
The brand’s own docs and pricing
Specific pages that say what the product does, who it is for, and what it costs. Vague homepages are hard to quote.
Comparison and alternatives pages
Pages that name more than one product and describe a real difference. Answer engines often repeat that shape.
Practitioner threads
Public discussions on sites such as Reddit or Hacker News, where people say what they actually use.
Review sites in the category
Established review pages that already compare vendors. Benchline does not measure whether you appear on them.
Reference pages
Reference entries, such as Wikipedia, when a brand is notable enough to have one. Most brands will not.
Primary sources
Standards, documentation, filings, and original data. Thin affiliate copy is a weak thing to cite.
This list is a map of source types. It is not a measurement of your brand, and it does not include frequency or traffic numbers. Read the longer note.
Optional live check
Live engine check
No DataForSEO, OpenAI, or Brave key is configured. Citability, the prompt pack, and paste scoring do not need one.
If a reply is shown, it came from a provider API. It is not the consumer ChatGPT, Claude, Perplexity, or Gemini app. Models, browsing, memory, and location differ. Benchline does not treat an API reply as a rank, and it never promises a number-one placement.
How to read this
Free checks are limited on purpose. The number is a citability proxy: robots rules for GPTBot, ClaudeBot, PerplexityBot, and Google-Extended, a /llms.txt file, Organization / WebSite / FAQ schema, and whether the title, H1, description, HTTPS, and canonical agree with the brand.
An API answer is not the consumer chat interface. Personalization, browsing, and memory change what a person sees. Nothing here is a guaranteed rank, and nothing here claims you will be first.
Full methodology. This page is public and may be indexed.
Weekly tracking
Recurring checks are not built yet. Leave an email if you want to hear when they are. There is no charge and no account.