run 2026-10-24T11:27:38.412Z ·
5 run(s) recorded · 0 of 13 checks answerable
What this measures
Whether a search backend returns this site in its first 20 results for a question the site is
built to answer. Bing matters because it feeds ChatGPT and Copilot; Brave because it is Claude's
search backend; Google because of AI Overviews.
— means the backend answered and this site was not in the top 20.
blocked means the backend refused the request; decoy_results means
it answered with results that do not address the query; no_results_parsed means the
page yielded nothing parseable. None of those three is evidence about our position, and none is ever
counted as absent. · means no data for that pair yet.
Measured by scraping, which mostly does not work. Bing answers automated clients
with a decoy - a measured case returned ten "what is my IP" sites, and its RSS endpoint returned
dictionary entries for the word "many", for a question about GitHub stars. Google walls headless
clients behind consent. DuckDuckGo redirects to its homepage. Brave answers honestly until it rate
limits. Real Bing and Google position data has to come from Webmaster Tools and Search Console,
which need a verified domain; that data is imported here once it exists rather than guessed at.
This run
Ranked anywhere
0 of 0 answerable
Branded query ranked
0
Blocked / errored
13 of 13
A branded query is the cheapest possible win: someone types our name and the backend finds us. If
that returns nothing, the site is not indexed, and no amount of content or comparison will change
it until it is.
Queries × backends
ID
Query
Bucket
Bing
Brave
Google
Q01
AI coding tools comparison stars forks
cross-tool table; no single repo page answers it
winnable
·
·
·
Q02
opencode vs claude code github stars
pairwise comparison across two owners
winnable
·
·
·
Q03
open source AI coding assistant comparison 2026
category roundup
winnable
·
·
·
Q04
fork to star ratio AI coding tools
derived metric, exists nowhere else
winnable
·
·
·
Q05
open issues count AI coding CLI comparison
maintenance signal, needs the join
winnable
·
·
·
Q06
AI coding agent popularity ranking github
ranking requires many repos at one timestamp
winnable
·
·
·
Q07
fastest growing AI coding tool
needs a growth series; we have 3 readings over 2 days
needs-history
·
·
·
Q08
which AI coding tool will overtake claude code
needs trend to extrapolate
needs-history
·
·
·
Q09
AI coding tool star growth rate 2026
needs history (IT-0215 backfill unblocks this)
needs-history
·
·
·
Q10
most popular AI coding tool trend october 2026
trend word requires a series
needs-history
·
·
·
Q11
how many github stars does opencode have
github.com answers in one hop; do not chase
never
·
·
·
Q12
Dataindex AI coding index
E1 term; measures whether our own name is retrievable
branded
·
·
·
Q13
dataindex github stars data
brand+category; the query a returning user would type
branded
·
·
·
Buckets: winnable — this site can answer it and no single page else does;
needs-history — requires a growth series we do not have yet;
never — github.com answers it in one hop, so do not chase it;
branded — our own name, the cheapest possible test.
Decision line
If no unbranded query reaches top 20 on any backend by D+45, expected fetches are ~0 and continuing the wait is not worth it.