ECBTX AI Visibility

Share of search-grounded AI answers (OpenAI, Anthropic, Perplexity, Gemini) that mention each property, measured weekly.

generated 2026-11-01T13:39:51+00:00

Scoreboard

Mac Septic2026-W44
Since Nov 2025 · 11 months
62.9%
of tracked questions name it in at least one AI engine (39 of 62)
per-check mention rate 47.7%
▲ 8.4 pts vs prior week (per-check)
recommend 18% · cite 1%
153 checks
Signature Pour2026-W44
Since Jul 2026 · 3 months
14.3%
of tracked questions name it in at least one AI engine (5 of 35)
per-check mention rate 8.6%
▼ 1.0 pts vs prior week (per-check)
recommend 0% · cite 0%
70 checks
Fox & Owl2026-W44
Since Jul 2026 · 3 months
31.2%
of tracked questions name it in at least one AI engine (10 of 32)
per-check mention rate 17.2%
▼ 0.5 pts vs prior week (per-check)
recommend 3% · cite 2%
64 checks
Stormward
Since Jul 2026 · 3 months
Collecting data
8 of 10 checks in 2026-W44
first full read after the next Monday run
txhailleads2026-W44
Since Jul 2026 · 3 months
0.0%
of tracked questions name it in at least one AI engine (0 of 6)
per-check mention rate 0.0%
▼ 5.6 pts vs prior week (per-check)
recommend 0% · cite 0%
12 checks
PermitLookup2026-W44
Since Mar 2026 · 7 months
30.0%
of tracked questions name it in at least one AI engine (3 of 10)
per-check mention rate 20.0%
▲ 6.7 pts vs prior week (per-check)
recommend 10% · cite 0%
20 checks
ECBTX2026-W44
Since Jan 2026 · 9 months
16.7%
of tracked questions name it in at least one AI engine (1 of 6)
per-check mention rate 8.3%
▲ 8.3 pts vs prior week (per-check)
recommend 0% · cite 0%
12 checks
Long Season2026-W44
Since Mar 2026 · 7 months
0.0%
of tracked questions name it in at least one AI engine (0 of 10)
per-check mention rate 0.0%
0.0 pts vs prior week (per-check)
recommend 0% · cite 0%
20 checks
Burns Bright Studio
Since May 2026 · 5 months
Collecting data
no data yet
first full read after the next Monday run
Honey Wagon
Since May 2026 · 5 months
Collecting data
no data yet
first full read after the next Monday run
Old Grey Foundation
Since Oct 2026 · 4 weeks
Collecting data
no data yet
first full read after the next Monday run

Trend: mention rate by week

Properties

Mac Septic latest 2026-W44

Since Nov 2025 · 11 months

Markets: 2026-W44

MarketChecksMention RecommendCite
SC4871%38%4%
TN2259%9%0%
TX2450%21%0%
UNKNOWN2948%10%0%
GENERIC300%0%0%

Providers: 2026-W44

ProviderChecksMention RecommendCite
Perplexity7751%5%0%
Gemini7645%32%3%

Signature Pour latest 2026-W44

Since Jul 2026 · 3 months

no market data

Providers: 2026-W44

ProviderChecksMention RecommendCite
OpenAI0no datano datano data
Anthropic0no datano datano data
Perplexity3511%0%0%
Gemini356%0%0%

Fox & Owl latest 2026-W44

Since Jul 2026 · 3 months

no market data

Providers: 2026-W44

ProviderChecksMention RecommendCite
OpenAI0no datano datano data
Anthropic0no datano datano data
Perplexity329%0%0%
Gemini3225%6%3%

Stormward

Since Jul 2026 · 3 months

Collecting data: 8 of 10 checks in 2026-W44. First full read after the next Monday run.

Every tracked query in 2026-W44, per provider: M mentioned · R recommended · C cited, blank otherwise. Bold rows already have a mention; the unbolded ones are the winnable queries.

QueryMarket OpenAIAnthropicPerplexityGemini
best CRM for roofing companiesROOFCRM
roofing CRM with storm history and hail dataROOFCRM
CRM for small roofing contractor TexasROOFCRM
roofing sales software with lead generation built inROOFCRM

txhailleads latest 2026-W44

Since Jul 2026 · 3 months

Markets: 2026-W44

MarketChecksMention RecommendCite
HAIL120%0%0%

Providers: 2026-W44

ProviderChecksMention RecommendCite
Perplexity60%0%0%
Gemini60%0%0%

PermitLookup latest 2026-W44

Since Mar 2026 · 7 months

Markets: 2026-W44

MarketChecksMention RecommendCite
PERMITS1233%17%0%
SEPTIC80%0%0%

Providers: 2026-W44

ProviderChecksMention RecommendCite
Perplexity1020%10%0%
Gemini1020%10%0%

ECBTX latest 2026-W44

Since Jan 2026 · 9 months

Markets: 2026-W44

MarketChecksMention RecommendCite
COMPANY128%0%0%

Providers: 2026-W44

ProviderChecksMention RecommendCite
Perplexity617%0%0%
Gemini60%0%0%

Long Season latest 2026-W44

Since Mar 2026 · 7 months

Markets: 2026-W44

MarketChecksMention RecommendCite
GAME200%0%0%

Providers: 2026-W44

ProviderChecksMention RecommendCite
Perplexity100%0%0%
Gemini100%0%0%

Burns Bright Studio

Since May 2026 · 5 months

Collecting data: no data yet. First full read after the next Monday run.

Honey Wagon

Since May 2026 · 5 months

Collecting data: no data yet. First full read after the next Monday run.

Old Grey Foundation

Since Oct 2026 · 4 weeks

Collecting data: no data yet. First full read after the next Monday run.

Site health

generated 2026-11-01T13:27:00+00:00

PropertyPassedFailing checks
Mac Septic13/13none
Signature Pour11/13title, meta description
Fox & Owl13/13none
Stormward14/14none
txhailleads25/28og tags, json ld, robots
PermitLookup13/14meta description
ECBTX13/14title
Long Season13/14word count
Burns Bright Studio11/13title, meta description
Honey Wagon14/14none
Old Grey Foundation14/14none

Methodology

Tracked properties
Mac Septic, Signature Pour, Fox & Owl, Stormward, txhailleads, PermitLookup, ECBTX, Long Season, Burns Bright Studio, Honey Wagon, Old Grey Foundation.
Providers this week
Week 2026-W44. OpenAI: no answers this week; Anthropic: no answers this week; Perplexity: 180 checks; Gemini: 179 checks.
Minimum data
A property shows rates once its latest week has at least 10 checks. Until then it reads Collecting data and is left out of the trend chart.
Rate definition
A week's mention rate is the share of grounded checks that mention the property: mentioned checks / total checks across the four search-grounded providers (OpenAI, Anthropic, Perplexity, Gemini). Recommend and cite rates are computed the same way. Rows from non-grounded providers are ignored.
r730 sources
Signature Pour and Fox & Owl come from the tracker logs on r730-prod. Each run records total checks, mentions, and a per-provider breakdown, so their rates are per-check like the others; older runs without a per-provider block still count toward the weekly rate.
Two measures
Query share is the share of tracked questions that at least one engine answered by naming the property. Per-check mention rate is the share of individual engine answers that name it. They measure different things and are not comparable to each other.
Site health
A weekly site health crawl runs the same basic checks on each property's hosts. The Site health section shows passed checks out of total and names any checks that failed.
Cadence
Trackers run every Monday (cron: 5 8 * * 1) and this page is republished after each run.

Data freshness

Mac Septic
/home/will/mac-septic-docs/measurement/ai_rank_check_log.csv · fetch: local · latest week: 2026-W44
Signature Pour
r730-prod:/opt/pourcrm/backups/ai_visibility.log · fetch: live · latest week: 2026-W44
Fox & Owl
r730-prod:/opt/foxcrm/backups/ai_visibility.log · fetch: live · latest week: 2026-W44
Stormward
ecbtx-tracker:ROOFCRM · fetch: local · latest week: 2026-W44
txhailleads
ecbtx-tracker:HAIL · fetch: local · latest week: 2026-W44
PermitLookup
ecbtx-tracker:PERMITS+SEPTIC · fetch: local · latest week: 2026-W44
ECBTX
ecbtx-tracker:COMPANY · fetch: local · latest week: 2026-W44
Long Season
ecbtx-tracker:GAME · fetch: local · latest week: 2026-W44
Burns Bright Studio
ecbtx-tracker:BBS · fetch: local · latest week: no data
Honey Wagon
ecbtx-tracker:HONEYWAGON · fetch: local · latest week: no data
Old Grey Foundation
ecbtx-tracker:OLDGREY · fetch: local · latest week: no data