Coverage area
All measured marketsAI answer pulse
What assistants say about local services
All measured markets
Aggregated from AgentLocal's own instrumented query runs across AI surfaces. Not access to anyone's private prompts, and not a ranking guarantee.
How well assistants answer
Answering a constrained question is different from naming a provider — almost every assistant does the second; the pulse measures the first.
- Constrained questions actually answered: 39% (20 of 51)
- Answers naming an identifiable provider: 96% (49 of 51)
- Requests refused: 0% (0 of 66)
- Codex (ChatGPT login) · recorded-product-session · recorded-product-session-2026-08: answered the constraint in 71% of 17 answers
- recorded · recorded · claude-code-opus: answered the constraint in 30% of 27 answers
- recorded · recorded · claude-code-local: answered the constraint in 0% of 7 answers
Links assistants report using
Links present in measured answers, most frequently reported first.
- cityfertility.com.au — cited 34 times (34 as the business's own site)
- monashivf.com — cited 32 times (32 as the business's own site)
- qfg.com.au — cited 26 times (26 as the business's own site)
- treatcompare.com — cited 17 times (17 as the business's own site)
- hiya.health — cited 12 times (12 as the business's own site)
- lifefertility.com.au — cited 12 times (12 as the business's own site)
- adorafertility.com.au — cited 10 times (10 as the business's own site)
- newlifeivf.com.au — cited 9 times (9 as the business's own site)
- compareivf.com.au — cited 8 times (8 as the business's own site)
- burleighcentralphysio.com.au — cited 7 times (7 as the business's own site)
Who assistant answers surface
Identifiable businesses named in measured answers, with how often. Ordering is the observed mention rate — nothing here is paid or endorsed.
- The Good Joint — named in 6 of 51 answers
- Burleigh Central Physiotherapy — named in 1 of 51 answers
- Complete Chiropractic — named in 1 of 51 answers
- Beaconsfield Chiropractic Clinic — named in 1 of 51 answers
What nobody can answer yet
Real requests kept needing these details and no business had current evidence for them. Each one is a solvable gap — confirming it once answers every future request.
- service.offered — needed by 279 requests across 71 businesses
- service.price — needed by 117 requests across 20 businesses
- practitioner.gender — needed by 73 requests across 16 businesses
- business.licenseNumber — needed by 45 requests across 45 businesses
- business.dispatchWithinMinutes — needed by 45 requests across 45 businesses
- business.babyCanAttend — needed by 18 requests across 3 businesses
Aggregated from AgentLocal's own instrumented query runs. Observed association only — not access to any platform's private prompts, and not a ranking guarantee. Source links are assistant-reported URLs, not private search-tool telemetry.
Measured markets
Every market with at least one completed measurement run.
- Chiropractors · beaconsfield vic — 2 places, 1 tracked query
- Electricians · gold coast — 35 places, 5 tracked queries
- Electricians · south east melbourne — 21 places, 5 tracked queries
- Fertility and IVF clinics · brisbane — 0 places, 7 tracked queries
- Fertility and IVF clinics · gold coast — 0 places, 7 tracked queries
- Fertility and IVF clinics · south east melbourne — 0 places, 7 tracked queries
- Fertility and IVF clinics · sydney — 0 places, 7 tracked queries
- Fire protection servicing · gold coast — 0 places, 5 tracked queries
- Fire protection servicing · south east melbourne — 0 places, 5 tracked queries
- Physiotherapy · gold coast — 20 places, 17 tracked queries