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Woobound

Names no answer engine anywhere on its page.

Read 12 September 2026 · woobound.com/geo-agency-for-hvac-contractors/

The scores

Bars are drawn to each criterion's published weight. 2 hollow red segments mark the criteria Woobound scores zero on.
Criterion Score Weighted of its weight Contribution
Named engine coverage 1 / 5 5 / 25
Measurement method shown 1 / 5 4 / 20
Citation change over time 0 / 5 0 / 10
Entity and schema competence 4 / 5 24 / 30
Falsifiability 0 / 5 0 / 15

What the page actually says

Engines
No engine is named anywhere on the page. The work is described entirely as “AI-powered search systems”.
Method
Says it monitors AI surfaces and refines signals over time. No detail.
Change over time
Nothing published.
Entity and schema
Genuinely specific and the best part of the page: NATE and EPA certifications, Trane, Carrier and Lennox brand associations, emergency availability, licensing and insurance, all treated as entity attributes.
Falsifiability
None, and actively undercut by the page's own defects.

What we would ask them about

2 things on Woobound's own page, worth raising before you sign. Not a judgement about the work.

The check we would run on this one

Open woobound.com/geo-agency-for-hvac-contractors/ and try to find a single engine named. Woobound describes the work entirely in terms of AI-powered search systems, which cannot be checked, priced or compared. Before anything else, ask which engines, by name, and what each costs to cover. The answer to that determines whether there is a service here to evaluate.

Disagree with any of this? The corrections log is where it gets settled, in public, with a date.

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