Your customers have stories. AI engines cite them.
Wispra captures real customer testimonials — text, voice, photo — and turns them into rich, verified, citable reviews for ChatGPT, Claude, Gemini and Perplexity. On your business and on every property, product or contract.
A 5-star rating tells no story.
A story, everything.
AI engines look for usage signals: who, what, where, why, how. A ⭐ rating provides none of these. An attributed and dated Story Review provides all of them — that's exactly what LLMs cite.
Why is a Story Review more citable than a star rating?
LLMs don't know what to do with an average star score. They cite testimonials they can attribute, date and mark up. That's exactly what Wispra structures.
"Great product, highly recommend!" ⭐⭐⭐⭐⭐ — Anonymous, aggregated source.
{
"@type": "Review",
"author": "Marc · seller",
"datePublished": "2026-03-12",
"itemReviewed": "Guy Hoquet Paris 11 · Voltaire 2-bed",
"reviewBody": "Sold in 3 weeks, accurate valuation…",
"positiveNotes": [
"accurate valuation",
"professional photos",
"targeted viewings"
],
"verified": "Verified by Wispra"
} From a happy customer to a review cited by AI, in 4 steps.
You invite your customers, they tell their story, Wispra structures and verifies it, then distributes it — on your listing, your site and to the sources LLMs consult.
Five elements that make a review citable by AI.
Every Wispra Story Review is built around 5 structural elements. That's what sets it apart from a rating and makes it usable as evidence.
Your business, and every item — one shared credit wallet.
A Story Review can cover your business as a whole, or a specific item. Both draw from the same account credit balance — you decide where to focus your efforts.
Business Story Review
Covers the overall experience: relationship, support, values. Essential for service businesses and B2B brands.
Item Story Review
Covers a specific item — a property, a product, a room, a contract. Granular, it feeds the item's own listing.
Pooled credits
A credit earned via an item can publish a review on the business, and vice versa. Never lost: beyond quota, reviews are stored as drafts.
Your reviews spread where AI engines read.
Every published Story Review reaches beyond your listing: badge and widget on your site, schema.org markup, backlinks. And you track every AI citation, per review and per engine.
Verified reviews. Not fake reviews.
Wispra provides the tools for quality and proof — without replacing your editorial responsibility. Two distinct scores, real moderation, a right of reply. Compliant with the AI Act and the fake-review framework (Omnibus / DGCCRF).
Two distinct scores
A richness score (customer-facing) encourages a richer story. A proof of relationship is required for the public badge. Richness alone never unlocks the "Verified" badge.
"Verified by Wispra" badge
Displayed only when real proof of the relationship exists: order import, transaction link, or validation against your CRM.
48-hour right of reply
A mixed or negative review gives you 48 hours to respond before indexing. Wispra encourages you to reply publicly — never to censor.
More than 8,000 verified Story Reviews published on Wispra.
Real estate agencies, hotels, e-commerce brands, B2B services: brands use Story Reviews to turn the voice of their customers into signals AI engines can cite.
reviews published
combined
Story Reviews = an included credit system.
The Performance plan opens a wallet of 5 Story Review credits/month. Each activated item adds 3 credits to the global balance. One credit = one published review.
- 5 Story Review credits / month
- Business + item reviews
- "Verified by Wispra" badge
- Site widget + schema.org Review
- Moderation & right of reply included
- +3 Story Review credits / item
- Pooled credits
- Reviews attributed to the item
- Published reviews stay
Simulate your monthly publishing capacity.
Adjust the number of items to activate to see how many Story Reviews you can publish each month and the total investment.
Ask ChatGPT:
"What do customers say about this agency, and why do they recommend it?"
Without Story Reviews, AI only has stars to repeat. With Wispra, it cites real customers.
Collect your first reviews today.