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VC Intelligence Report

AI Query

Developer Tools — AI Query transforms natural language into efficient SQL code, eliminating the need for SQL exper…
Developer Toolssaas
● Verified live
Verdict from HTTP liveness real
last probed Aug 24, 2026
Pulse 41.0 · 2/4
41.0
Pulse Index
2/4 families · real
0.0
30-day Δ
pulse momentum · real
18
HTTP probes
liveness history · real
7
Functional tags
observed attributes · real
Risk read derived from observed signals

Verified live by HTTP probe across 18 observations. Pulse has been flat over the last 30 days.

HTTP liveness

real
18 probes · Jun 16, 2026Aug 24, 2026aliveredirecteddeadunverified

Signal telemetry

4 families · 2 observed · observed only
Liveness probereal
alive in 100% of 18 probesavg response 999 ms
Developer tractionchecked · none
No public repository linked — GitHub signals are not tracked for this product.
Press & sentimentchecked · none
No coverage found in the tracked press corpus. Absence of press is itself a signal at this stage.
Web footprintreal
resolved host
aiquery.co
edge
direct origin
server
Vercel
Tranco rank
#2,501,111
Domain age & certificate data not yet collected

Analyst read

generated from the observed metrics above · no external narrative

AI Query's listed site resolved live when we last probed it on Aug 24, 2026, so we mark it verified alive. Its Pulse Index is 41.0 of 100, built from 2 of 4 observed signal families. Observed footprint: 7 functional tags. It sits on the competitive-alternatives graph with 2 linked rivals, so the comparable set below leans on curated edges.

Comparable set

curated alternatives → functional tag-similarity
CompanyBasisOverlapPulse30d ΔStatus
Lilaentertainmentcurated40.0+7.2● live
Text2SQL.AIdev-toolscurated41.00.0● live
Back4app AI Agentai-toolstag-overlap86%47.60.0● live
Codegrounddev-toolssimilar75%40.0+32.0● live
DevGPTai-toolstag-overlap75%40.30.0● live
AnswerDock for Snowflakeanalyticstag-overlap75%40.0+38.9● live
AI SQL BOTai-toolstag-overlap71%17.50.0→ redirected
Learn SQL with Codecademy and Periscopeeducationtag-overlap67%40.00.0— unverified

Confidence reflects source and category coherence: curated = an editorially linked alternative; similar = strong functional tag-overlap in the same category; tag-overlap = shared tags only and may be noisy. Overlap is the shared functional-tag ratio (Jaccard) for tag-matched rows. Pulse is the observed-activity index real and 30d Δ its signed month change; a dash means insufficient observed history, never zero.

Structure

observed attributes
Business modelsaas
Liveness tierquiet
Competitive alternatives2
Open sourceNo
Public APINo
Free tierNo
Enterprise tierNo

Funding & team

not in source

No disclosed funding in our sources. Funding data covers only ~1% of the corpus (462 rounds across 79K products), so absence here is unknown, not zero— we don't estimate a number we can't source.

RAW TELEMETRY last 14 probes
PROBEDHTTPORIGIN → RESOLVEDSERVERMSVERDICT
2026-08-24 12:53Z200aiquery.coVercel501alive
2026-08-11 15:01Z200aiquery.coVercel267alive
2026-08-11 15:01Z200aiquery.coVercel1092alive
2026-08-09 18:32Z200aiquery.coVercel1195alive
2026-08-08 03:35Z200aiquery.coVercel339alive
2026-07-30 19:50Z200aiquery.coVercel531alive
2026-07-26 16:31Z200aiquery.coVercel787alive
2026-07-18 13:16Z200aiquery.coVercel2796alive
2026-07-13 13:05Z200aiquery.coVercel1231alive
2026-07-13 10:29Z200aiquery.coVercel729alive
2026-07-04 14:46Z200aiquery.coVercel1527alive
2026-06-23 15:37Z200aiquery.coVercel1246alive
2026-06-21 18:38Z200aiquery.coVercel289alive
2026-06-21 18:38Z200aiquery.coVercel1450alive
Full redirect chains, response headers, and DNS records are not captured by the current probe.
Launch Sentinel tear sheet · AI Query · as of 2026-08-28 · launchsentinel.com/reports/ai-query · liveness, pulse and press figures are observed data with provenance shown per panel.