Complaint root cause analysis

Complaint root cause analysis built from what customers actually wrote.

Falcon groups every complaint in your reviews into specific issues, shows where and when each one clusters, names the team that owns it and lets you check whether it fell after the fix.

Updated

  • Specific issues, found in your own reviews
  • Each issue has an owner and a next step
  • Before and after, by month

Free review snapshot

See what your customers are saying, before you talk to us.

Tell us your brand. We read its public Google reviews and send back the themes customers raise most, with the quotes behind them.

  • The themes customers raise most
  • Where sentiment is slipping
  • Real quotes behind each theme

No commitment. We use your details only to send your snapshot and follow up. Privacy policy

Taxonomy: L1, L2 and L3 ranked by feedback volume with their sentiment mix

The problem

What gets in the way

Complaints sorted into vague buckets

"Service" and "product" categories hide the fact that most service complaints are about one queue at one time of day.

Nobody owns the cause

Store teams reply to complaints one by one. The underlying problem, a policy, a process or a supplier, never reaches the person who can change it.

No proof the fix worked

A change goes out and everyone moves on. Months later the same complaint is still there and nobody noticed.

How it works

From every review to the next step

  1. Find the specific issues

    Falcon clusters complaints within each sub-theme into specific issues, each with a plain-language summary and the reviews behind it.

  2. See where they concentrate

    Break each issue down by store, source and month to separate a local problem from a network-wide one.

  3. Assign, act and verify

    Each insight names the taxonomy owner and a next step. Track the action, then watch the issue's negative share in the months after.

What you get

What your team gets

Three levels, down to the issue

Themes, sub-themes and specific issues ranked by volume with their sentiment mix, all found in your own reviews.

Taxonomy: L1, L2 and L3 ranked by feedback volume with their sentiment mix

Insights with an owner and a next step

Each finding states what is happening, why it matters and a proposed next step for the team that owns the theme.

An insight panel: the finding, its channels, why it matters, a proposed next step and the reviews behind it

Evidence you can check

Open the reviews behind any issue, in customers' own words, with exact quotes highlighted.

Customer evidence: one review with its L1, L2 and L3 classification, a suggested next step and an AI-drafted reply

See it on a sample workspace, or on your own reviews with our team.

Book a demo

FAQ

Frequently asked questions

What is complaint root cause analysis?

It is the work of finding the underlying reasons customers complain, rather than handling each complaint on its own, so the cause can be fixed and the complaints stop recurring.

How does Falcon find root causes in reviews?

Every review is classified into themes and sub-themes, and complaints within each sub-theme are clustered into specific issues with a summary written from the evidence. That shows which issues recur, where and when. Confirming the cause, such as a staffing pattern or a policy, still needs your team's knowledge.

Are the issues predefined?

No. Themes and sub-themes come from your taxonomy; the specific issues are discovered from what customers write.

Can we see whether a fix worked?

Yes. Signals show negative share by topic and month, so you can compare the months before and after a change for the stores where it was made.

Who gets assigned the issue?

Each theme in the taxonomy can have an owner, and insights name that owner in their next step. Actions can then be tracked to done.

Free review snapshot

See what your customers are saying, before you talk to us.

Tell us your brand. We read its public Google reviews and send back the themes customers raise most, with the quotes behind them.

No commitment. We use your details only to send your snapshot and follow up. Privacy policy