From an AI-visibility score to a GEO action plan: what to fix first
A score only helps if it tells you what to do next. Here's how to read an AI-visibility result and turn it into fixes, in the order that usually matters most. Disclosure: we build KiteGEO; the examples use its report fo
A score only helps if it tells you what to do next. Here's how to read an AI-visibility result and turn it into fixes, in the order that usually matters most.
Disclosure: we build KiteGEO; the examples use its report format, but the steps apply to any tool.
Read the score as three separate problems
KiteGEO's GEO score is 60% visibility, 20% reputation and 20% AI readiness. Each part points to a different fix:
- Low visibility (assistants don't name you for unbranded buyer questions): you're missing from the places assistants learn about your category.
- Low reputation (they don't know you, or describe you wrongly): there isn't enough clear, consistent information about you.
- Low AI readiness (crawlers can't read your site): a technical problem, usually the quickest to fix.
Fix 1: let AI crawlers read your site
Check that robots.txt doesn't block AI search crawlers (OAI-SearchBot, Claude-SearchBot, PerplexityBot). Blocking training-only crawlers such as GPTBot or Google-Extended is a legitimate opt-out and doesn't stop assistants reading you for search answers. Make sure your main pages work without JavaScript, and add an llms.txt and schema.org data (Organization, Product or SoftwareApplication, FAQPage).
Fix 2: say plainly what you are
Assistants repeat what's clear and consistent. Have one plain sentence of what you offer, for whom, and how you differ, and use it on your home page, About page, structured data and profiles. Answer common buyer questions on your site in an FAQ.
Fix 3: be present where the assistants look
This is the one most teams skip, and it's usually the biggest lever. Look at the sources the assistants cite for your buyer questions: comparison articles, "best X" lists, Reddit and Quora threads, Zhihu, industry blogs, directories. If competitors are there and you aren't, that's your gap.
- Publish honest, useful articles that answer the questions you lose, on sites assistants read.
- Answer real forum questions helpfully, disclosing that you work on the product.
- Get listed in the directories and comparisons that are cited for your category.
Fix 4: correct what's wrong
If an assistant describes you inaccurately, fix the source: update your own pages, profiles and listings so the correct facts appear consistently.
Then measure, weekly
Rerun the same questions every week. Visibility usually moves over weeks, not days, as new pages get read and cited.
How KiteGEO handles this
The Full Report turns these steps into an action plan for your brand, with ready-to-paste llms.txt, JSON-LD, robots.txt rules, FAQ copy and content briefs for the questions you lose. On paid plans, the publishing toolkit then finds the sites and threads AI cites for your category each week, drafts the articles and answers, posts to connected sites, and shows whether the assistants start citing them.
We're using it on ourselves: in November 2026 KiteGEO's site scored 100/100 for AI readiness while the assistants named it in only 4% of buyer answers. Fix 3 is our job now.
Free check: lihaila.com/geo
Originally published by Dev.to AI. Aggregated on AIWithGhost for educational purposes β full credit and traffic to the original publisher.