Conversations Insights
What your customers really ask

Analysis of conversation content — contact reasons, unanswered questions, dissatisfaction signals — turned into a working improvement list.

Your conversations already contain the answer

Every day your Assistant handles hundreds of exchanges. Volumes and conversion rates tell you how much.
They don't tell you what about. Contact reasons are usually assumed rather than measured — and the assumption is often wrong.

Cleed.ai groups conversations by topic automatically, so you see what genuinely drives volume, in what proportion, and how it moves from week to week.

From volume to decisions you can act on

Contact reasons, ranked and tracked

Automatic topic grouping, week over week.
What actually drives volume, not what you assume does.

Sharpen your product pages and content

Real shopper questions, grouped by product and by theme.
Precisely what to add to a description, and where.

Spot product opportunities

Recurring requests for something you don't yet carry are demand you can act on — in your assortment as much as in your merchandising.

Your customers describe exactly what they want, every single day. The only question is whether anyone is reading it.

Conversations Insights turns those exchanges into a prioritised action list: which pages to enrich, which themes to cover, and which unmet demand is worth a decision.

Automatic categorisation

No manual tagging. Topics are identified from content, and new ones surface as they appear.

Exportable reporting

Results are available in the Admin platform and exportable, so they can feed your existing reporting rather than sitting in a separate tool.

Aggregated and compliant

Analysis runs on aggregated content. Personal data is excluded from reporting, in line with GDPR.

Contact reasons, grouped automatically
Delivery and tracking34%
Sizing and fit22%
Returns and refunds18%
Product availability14%
Other12%
Rising topics, week over week
Each one is a page to enrich, or demand worth acting on
Illustrative distribution

Your conversations already hold what analytics can't show:

Why a visitor hesitated, in their own words
What they wanted that you don't yet offer

Here is what changes with conversation analysis:

48h Activation time
.
24/7 Conversations analysed as they happen
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1 line of code to install
.
0 development on your side

Bring your physical contact point customer experience online

Provide a next-level online experience to your visitors thanks to our AI & CX Expertise