AI Review Summaries in Sparkforge

By Sparkforge Support Team ·Last reviewed May 3, 2026

Sparkforge auto-generates an AI summary card for every connected review location, rolling sentiment and recurring themes into one view. Filter by location and date, then refresh to regenerate on demand.

AI Review Summaries roll customer feedback into a single sentiment card so you can read the room without scrolling reviews one by one. The card surfaces overall tone, common themes, and highlight tags pulled from every connected page.

What the AI Summary card shows

Each summary includes a short paragraph describing overall sentiment, plus auto-generated highlight tags that flag recurring topics. Tags split into two groups:

Sentiment tags: phrases like "great service," "rude staff," or "fast response"
Topic tags: phrases like "booking system," "parking," or "cleanliness"

Tags refresh dynamically as you change filters.

Where to find it

The purple AI Summary card appears in two places inside Reputation:

Overview tab: card on the right side of the page
Reviews tab: card on the left side of the page

Filter by location and time

Click the purple AI Summary button in the upper right of the Reviews tab to set filters.

Location filter: pick one or more connected pages to scope the summary
Date filter: set a custom range to view a specific period

Refresh the summary

Click the refresh icon next to the summary title.
The AI regenerates using current data and active filters.
Updated tags and sentiment appear automatically.

FAQ

How often do summaries refresh?

They update in real time when new reviews matching your filters arrive, or when you click refresh.

Is this the same as Reviews AI auto-replies?

No. Reviews AI writes replies. AI Summary reads sentiment and themes.

Which platforms feed the summary?

Every connected review page, unless you filter to specific sources. Check the AI Summary filter to see what is included.

Frequently Asked Questions

How often are AI Review Summaries refreshed?

Summaries update in real time as new reviews arrive that match your filters, or whenever you click the refresh icon.

Is AI Summary the same as Reviews AI auto-replies?

No. Reviews AI writes responses to individual reviews. AI Summary analyzes sentiment and themes across many reviews.

Which review platforms get included?

Every connected review page is included by default. Use the AI Summary filter to narrow down to specific sources.

Can I filter the summary by location and date?

Yes. Click the purple AI Summary button in the Reviews tab to set location and date filters before regenerating.