Aspect-level sentiment
Separate taxonomies for hotels and restaurants. A mixed review is not flattened into one sentiment; each topic is scored on its own.
For hotels, restaurants and local businesses
Your reviews are already written. We show you what is in them.
Paste a Google Maps link. We collect the publicly visible reviews, break sentiment down by topic, and back every finding with the quote it came from — without hiding how many reviews, or which dates, it is based on.
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Evidence-backed analysis in three steps
Give us the link
The Maps link is resolved safely on the server and the business is verified.
Collection is queued
Public reviews are collected at a controlled rate, de-duplicated, with progress checkpointed.
The dashboard opens
Aspect sentiment, trends, evidence quotes and action opportunities arrive with their sample sizes.
We do not claim what we cannot measure
If collection did not finish, the dashboard says so: the total the source reports, the number actually collected, the date range and the coverage status are on every screen. When a source blocks access the job stops; no protection is ever bypassed.
Every finding sits on the reviews themselves
Open an insight and you see the reviews that produced it, with links back to the source. If an evidence quote does not appear verbatim in the original review, the result is not published.
What is in the dashboard
Evidence and sample size
Every insight carries its review count, share, period-on-period change, confidence score and expandable evidence quotes.
Turkish and English
Language detection and analysis in both. The interface runs in both too.
From insight to action
Turn a finding into an operations, content or reply task, then compare the trend in the following period.
Branch comparison
See several locations side by side on the same measures. A branch below the sample threshold is left out.
Human-approved replies
Reply drafts are prepared and none are published without approval. Critical allegations go to an administrator.
What we deliberately do not do
- We do not bypass CAPTCHAs, sign-in walls or robot blocks; when one appears the job stops and the dashboard shows `blocked`.
- Only publicly visible content that needs no authentication is collected.
- Customer data is never used to train models.
- Private reports cannot be opened without a session and are closed to search engines.
Start with one link
A free account is all it takes to start; no ownership verification is required. If you are an authorised manager, a Google Business Profile connection can be added later for continuous sync.