Cleveland

The pros Cleveland actually hires, on a map that keeps up.

Neighbors ask “who do you trust?” in local groups every day, and the answers scroll away. Goodholler dates every recommendation and ranks pros by recent word of mouth. No ads, no bought reviews, no five-star average from 2019. Drag the slider and watch reputations rise and fade.

Mention window
Last 3 months · Aug ’26 – Oct ’26

Pin size = neighbor mentions

4
few
18
steady
38
hot

Only mentions inside the window count. Pulsing ring = rising fast. Gray dot = none in this window.

Map unavailable on this device.
The ranked list still has everything. Pick a pro to see the evidence trail.
01 · COLLECT

Read the threads, with care

Recommendation and “looking for…” threads in local groups, read by people, never bulk-scraped.

02 · STRUCTURE

Every mention is a dated record

A count, a date, a neighborhood, a short anonymized excerpt. Never a name, a profile, or a link to the post.

03 · RANK BY RECENCY

Reputation is a moving picture

A pro great in 2023 and sloppy by 2026 looks exactly like that. Trust decays; the map shows it.