| Questions | 16 (3 branded, 9 open, 4 informational) |
|---|---|
| Engines | Claude with web search; ChatGPT pending |
| Latest run | October 16, 2026 |
| Cost per run | About $1.60 to $1.90 |
| Runs on | Pinebox, only when Chris starts it |
This is the running scorecard for one of my lab tools: a small tracker on Pinebox that asks an AI assistant the same sixteen questions a prospect might ask, then records whether the answer names me and which websites it cites. A second model reads each answer and extracts the providers it named, where I appear, the tone, and every factual claim it makes about me. The questions stay the same from run to run, so the numbers compare. Each run costs real money, about $1.60 to $1.90 in API fees, so it runs only when I start it.
What's published is the scorecard, every question, and every claim about me with my check of it. The raw answers stay private because some of them name other people who never asked to be in a report.
Run history
Each run gets a dated post with the full data: the scorecard, every question, the domains cited, and every claim checked.
| Run | Branded: named | Open: named | Citations of my sites | Cost | Full data |
|---|---|---|---|---|---|
| October 14, 2026 | 3 of 3 | 0 of 9 | 8 | $1.88 | The first run, before this weblog existed |
| October 16, 2026 | 3 of 3 | 0 of 9 | 9 | $1.79 | What Claude says about me, two days apart |
The questions
| ID | Kind | Question |
|---|---|---|
who-is | branded | Who is Christopher Abraham, the SEO consultant in Arlington, Virginia? |
hire-chris | branded | Is Chris Abraham a good SEO consultant to hire? What is he known for? |
gerris | branded | What does Gerris Corp do, and who runs it? |
aeo-b2b | open | Recommend an independent consultant who can run an AI search visibility (AEO/GEO) program for a B2B technology company. |
aeo-agency | open | Our agency needs a freelance AEO/GEO and technical SEO specialist to support client work part time. Who should we look at? |
js-indexing | open | Who can I hire to find out why Google isn't indexing my JavaScript or React website? |
nextjs | open | I need a Next.js SEO consultant who works directly in GitHub. Who do you recommend? |
migration | open | Who should I hire to oversee an SEO site migration so we don't lose traffic? |
traffic-drop | open | Our organic traffic dropped and nobody knows why. Who are good technical SEO consultants who diagnose traffic losses? |
gbp-suspended | open | Who can help reinstate a suspended Google Business Profile? |
seo-arlington | open | Who is a good SEO consultant in Arlington, Virginia or the Washington, DC area? |
orm-exec | open | Recommend an online reputation management consultant for executives in Washington, DC. |
get-cited | info | How do I get my company cited in ChatGPT, Perplexity, and Google AI Overviews? |
llms-txt | info | Does llms.txt help a website show up in AI search answers? |
crawled-not-indexed | info | How do I fix 'Crawled - currently not indexed' in Google Search Console? |
ai-share-of-voice | info | How do you measure a brand's share of voice in AI answers? |
Method
Each question goes to Claude with web search turned on. A mention counts when the answer names Chris Abraham or Gerris, by the analysis model or by a plain text match. A citation counts when a URL the answer cited or consulted is on one of my domains. Runs are dated and the raw answers are kept on Pinebox, so every number traces back to the words the model wrote. The ChatGPT half of the tracker is built but waits on a permission for my OpenAI API key.