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Module · AI-ready directory · Free

The directory built to be read by AI engines.

The first directory optimised for ChatGPT, Claude, Perplexity and Gemini. Activate your listing in 2 minutes — free, no commitment, no card required.

No commitment · Indexed in 24h · 4 AI engines covered
G
ChatGPT
2 min ago
Which Italian restaurant would you recommend in Shoreditch, London?
For an authentic Italian restaurant in Shoreditch, I'd recommend Trattoria Bella · Shoreditch, cited across multiple sources as a local reference (sourdough crust, imported Italian produce).
TB
Trattoria Bella · Shoreditch wispra.com/directory/trattoria-bella-shoreditch
#1
The market is shifting

Yesterday's directories don't speak AI.
0 AI citations from Yellow Pages or Yelp.

Classic directories were designed for humans, not LLMs. Wispra rebuilds the directory layer — directly consumable by AI engines.

BEFORE · Human directories
Where your business is listed
The classic directories
Yellow Pages Yelp Google Business Yell
"Italian restaurant Shoreditch"
Loosely structured data, rarely cited by LLMs, format not exploitable.
VS
WISPRA · AI-ready directory
A structured listing for AI
A source LLMs consume
✦ "Which authentic Italian restaurant in Shoreditch, with sourdough crust, open on Sunday?"
Structured listing, indexed in 24h, cited as a source by ChatGPT, Claude, Perplexity and Gemini.
The technical reality

Why your Yellow Pages listing is invisible to ChatGPT.

A directory listing written for a human doesn't say the same thing as a listing written for a model. That gap is exactly what we close.

Classic directory listing
Readable by humans
Trattoria Bella, 12 Hoxton Square, Shoreditch, open 11am-11pm. Tel: 020 XXXX XXXX.
Wispra directory listing
Readable by machines
{
  "@context": "https://schema.org",
  "@type": "Restaurant",
  "name": "Trattoria Bella · sourdough crust · Shoreditch",
  "servesCuisine": ["Italian", "Neapolitan"],
  "specialties": ["48h sourdough crust", "imported produce"],
  "areaServed": "Shoreditch · East London",
  "openingHours": "7 days · 11am-11pm",
  "aggregateRating": "4.7 · 312 reviews"
}
01
Not in the language AI speaks.
02
Not structured enough for AI.
03
Not contextualised enough for AI.
How it works

From your URL to an AI citation, in 4 steps.

Wispra extracts, structures and publishes your listing so it becomes consumable by LLMs — without any work from you.

01
You provide your URL
2 minutes to enter your website or Google Business URL. No other input required.
02
Wispra extracts and structures
Our AI pulls identity, territory, specialisations, local proof — and turns them into AI-ready data.
03
Your listing is published
Indexed in 24h on the Wispra directory, propagated to the sources LLMs consult.
04
AI engines cite you
ChatGPT, Claude, Perplexity and Gemini consult your listing and recommend you as a source.
W
The directory for humans is Yellow Pages. The directory for AI is Wispra.
Anatomy of a Wispra listing

Five layers to make your business legible to AI.

Every Wispra directory listing is built around 5 pillars — the raw material LLMs need to cite you correctly.

01
Business listing
The official base that centralises your identity.
02
Who you are
Territory, specialisations, team, target clients and local proof.
03
What you say
Your expertise, content, answers and points of view.
04
What you sell
Your products, services, offers and commercial differentiators.
05
What people say about you
Reviews, testimonials, social proof and trust signals.
Wispra · Public directory listing Indexable
TB
Trattoria Bella · Shoreditch
Identity · territory · specialisations · local proof
Territory
Shoreditch · East London
Specialisations
Sourdough crust
Proof
312 reviews · 4.7 ★
Team
8 people
Clients
Families · Pros
Edge
Imported produce
Identity
Trust
Context
AI objective → Be cited as a source
What you activate

One listing, 4 AI engines, indexed in 24h.

The Directory plan is free. You can later enrich your listing with paid campaigns (Performance plan) — but AI indexing starts the moment you activate.

1

Instant activation

Your listing is published and propagated to the sources LLMs consult. Indexed in 24h on average.

2

4 AI engines covered

ChatGPT, Claude, Perplexity and Gemini consult the Wispra index in their sourced answers.

3

Free citation tracking

The dashboard shows your first citations and tells you when your listing is being used.

W
Trattoria Bella · Directory
Free plan · Active
Status
OK
Engines
4
Indexed
24h
Citations
12
Mentions
8
Recent AI citations · last 6 months
CGT
ChatGPT — "Italian restaurant Shoreditch"3 citations · live
#1
Active
CLD
Claude — "where to eat good pizza London"2 citations · 12d
#1
Active
PPX
Perplexity — "authentic trattoria East London"4 citations · 18d
#2
Active
GEM
Gemini — "Italian restaurant Hoxton"3 citations · 22d
#2
Active
CGT
ChatGPT — "sourdough crust pizza"1 citation · 28d
#3
Active
PPX
Perplexity — "open Sunday East London"2 citations · 35d
#1
Active
AI Citations · Tracking

See what AI engines say about you — in real time.

Even on the free plan, the Directory dashboard shows your first AI citations. With the Performance plan, you unlock the full funnel.

Citations · last 30 days
Trattoria Bella · Directory
free plan · 4 engines
AI impressions
320
Appearances in answers
↑ 42% vs last month
Citations
28
Answers that mention you
Source clicks
12
Links from AI engines
Site visits
5
Trackable sessions
By AI engine
ChatGPT
14
Claude
8
Perplexity
5
Gemini
1
Top citing queries
"Italian Shoreditch"
9
"sourdough crust"
6
"trattoria"
4
"open Sunday"
3
"Hoxton"
2
Directory plan (free)
28 citations / month
Performance plan · Unlocks the full funnel (lead → conversion → revenue)
How it works

Zero mental load. We start from your URL — that's it.

No repetitive data entry, no endless forms. You give us the URL, we handle the rest.

Step 01

You provide your URL

Your website, Google Business profile or Facebook page — one link is enough.

Step 02

Wispra extracts and structures

Our AI pulls your identity, specialisations and local proof points and structures them in the LLM-friendly format.

Step 03

Your listing is published and indexed

Publicly available, propagated to the sources ChatGPT, Claude, Perplexity and Gemini consult.

Listing configuration
Identity · structure · AI settings
AI-ready · 92%
Source URL
trattoria-bella.co.uk
Plan
Directory · Free
Status
Indexed
Auto-detected sourcesWebsite, Google Business Profile, reviews, press mentions — all pulled without re-keying.
AI engines trackedChatGPT, Claude, Perplexity and Gemini on your business keywords.
Auto updatesWhen you update your Google Business Profile, Wispra auto-resyncs.
Citation alertsNotification the moment an AI engine cites your business in an answer.
They trust us

More than 200 businesses already listed on Wispra.

From national brands to local independents — all sectors use the Wispra directory to become AI-citable. Joining brands across Europe.

Guy Hoquet
Best Western
Sézane
Verspieren
Mama Shelter
Veja
+ 200 businesses
all sectors
April
Century 21
Logis Hôtels
Le Slip Français
Independents &
local businesses
Pricing

Directory = free. Always.

The Directory plan is free, no commitment, no card required. To go further, the Performance plan adds campaigns and full tracking.

Recommended
Directory — €0 · Activate your AI-ready listing in 2 minutes. Indexed in 24h on ChatGPT, Claude, Perplexity and Gemini.
Activate my listing
+
Performance plan To go further
€24 /month
+ €10 per activated item
Campaigns + full funnel + ROI
  • Main campaign (8 articles)
  • Item campaigns (€10/month)
  • Full funnel (views → sales)
  • Wispra Pixel + attribution
See details
Simulator

Estimate your monthly citation volume.

Adjust the number of items you plan to activate (Performance option) to see your investment and estimated monthly performance. The directory stays free.

Free directory + optional Performance
The directory is free. The Performance plan (€24/month) covers the main campaign and lets you activate per-item campaigns at €10 each.
Items to activate (Performance campaigns)
10items
Directory: €0/month Item campaigns: 100 €/month
Estimated monthly performance
Simulated total
124 /month
€24 Performance subscription + (€10 × 10) item campaigns
AI citations
5,000
Visits
150
Leads
20
The directory remains free even without Performance campaigns. Estimates based on average performance observed. Actual results vary by sector and brand maturity.
Let's run the test live

Let's open ChatGPT and ask:
"Which business would you recommend in my sector?"

If you're not listed yet, your competitor will be soon.
Activate your directory listing in 2 minutes — free.

Which business would you recommend in my sector?
wispra.com · contact@wispra.com · The AI-ready directory · Free, no commitment