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Business tools / Reputation opportunities

Find local review opportunities

Find businesses below your chosen review-count threshold. Inspect the observed counts and, when enough comparable businesses are available, put them in the context of a transparent local peer group.

  • No sign-in to preview
  • Up to 20 businesses
  • Evidence behind every match

Choose your category and area

Fetch up to 20 businesses once, then filter that sample. No sign-in required.

One search: Plumbers in Seattle, WA

Opportunity filters

A peer median requires at least ten other eligible businesses in the same category and area. Missing counts stay unknown.

Three accepted previews per UTC day, shared with the scraper and all tools.

A useful signal. A clear source.

A shortlist you can review

Start with one search. Refine the same sample without collecting more businesses.

01

Choose a review threshold

Find the businesses that fall below the number of reviews relevant to your research. A zero review count is different from a missing count.

02

Inspect the comparison

A benchmark requires at least ten other eligible peers. See the peer set and median when the sample can support a comparison.

03

Keep the claim precise

Review volume is an observed signal. It does not establish search position, customer satisfaction, or a business’s interest in buying marketing services.

Start small. Grow deliberately.

One Online workspace,
one record allowance

Use the tool alongside the Online scraper. Saving the available free preview uses zero Online records.

See Online plans
Public free preview
Three accepted previews per UTC day, shared with every tool and the homepage scraper. One query, up to 20 businesses fetched once, then filtered.
Saved preview
Sign in to keep the source sample and its evidence in your Online workspace. Saving does not start another search.
Larger searches
Choose an inspection budget before you start. Each unique business collected uses one Online record, including nonmatches. Filter changes use no additional records.
File downloads
Available on eligible paid Online plans. Public previews do not export or discover emails.

Before you search

How is a local peer comparison calculated?

The tool uses eligible businesses in the same relevant category and area, excludes the target, preserves missing counts as unknown, and requires at least ten other peers. The comparison is limited to the collected sample.

Do fewer reviews mean a lower Google ranking?

This tool does not measure search rankings or determine the cause of visibility. Use the review count as one research signal and inspect the business before drawing a conclusion.

Why might there be fewer than 20 matches?

The preview collects up to 20 businesses once, then filters that sample. Some listings do not match, some fields may be unknown, and the source may return fewer businesses. The tool never keeps searching to fill a match target.

When does my free preview limit reset?

The shared daily limit resets at midnight UTC and is checked against both browser and IP. An accepted search uses one preview even if no businesses match. Availability also depends on verification and capacity.

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