Meta AI optimisation

The Meta AI optimisation platform

Meta AI runs across Instagram, WhatsApp, Messenger, and Facebook — a discovery surface most marketing stacks ignore. WriteWorks tracks every prompt across Meta AI, captures the cited URLs, and scores every draft against the signals Meta AI weights when answering questions.

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AO
Amara Okafor
Plan
To-do list
Opportunities
Prompt research
Keyword research
Action
Create
Automate
Sheets
Manage
Library
Measure
Overview
AI search
Agent traffic
Other
Google Search Console
AI Search
Analytics
Visibility
Prompts
Query fanouts
Platforms
Regions
Personas
Sentiment
Citations
Citation gaps
Bot signals
Visibility
How often AI engines mention your brand, your share of voice vs competitors, and where you rank across the prompts you are tracking.
Last 30 days
Previous period
Regions
Platforms
Visibility score
0%0%
Visibility score rank
#
across 34 tracked competitors
Visibility score rank
Citation share rank

Trusted by teams winning AI search

GoTeachingJobsFhreshSurge45GraftPalKleepa
Llama
Model powering Meta AI
Llama 3.x family across Instagram, WhatsApp, Messenger, Facebook
Per-prompt
Citation list per sweep
Cited URLs, position, answer text
Cross-app
Surfaces covered
Same answer engine, four discovery surfaces
The challenge

Why brands stay invisible on Meta AI

The instrumentation gaps that stop teams from seeing Meta AI answers.

Meta AI is invisible to every legacy SEO tool

Discovery on Instagram and WhatsApp now runs through Meta AI — but no rank tracker measures it.

Consumer-led queries don't map to Google keyword research

Meta AI users ask different questions, with different intent shapes, than Google searchers.

Brand mentions on social don't equal Meta AI citations

Being talked about on Instagram doesn't mean Meta AI cites you when asked.

The solution

How WriteWorks optimises for Meta AI

Track every prompt across Llama-powered surfaces, score every draft for citation-readiness, close the loop.

Track every prompt on Meta AI

Register the prompts your buyers ask inside Meta's surfaces. WriteWorks sweeps Meta AI for each, captures the answer, cited URLs, and competitor citations.

Per-prompt Meta AI citation history

Daily snapshots so you can correlate content and social activity with Meta AI citation lift.

AI Search lens scores Meta-AI-readiness

Live scoring tuned for the structural and source signals Meta AI rewards when picking citations.

Citing-pages reverse report

Pivot from a URL to every Meta AI prompt that cited it.

Customer story

How teams are winning AI search

From invisibility to category dominance across every major answer engine.

+312% citations · 90 days

Before WriteWorks, our content landed and disappeared. Now every asset ships citation-ready, surfaces in ChatGPT and Perplexity within weeks, and ties straight back to pipeline. It's the first time we've measured AI search as a real channel.

EM
Elena Mendez VP Growth, Fhresh
Capabilities

Core capabilities

Everything you need to instrument Meta AI citations.

Prompt registry

Up to 500 tracked prompts on Business.

Per-engine citation history

Daily Meta AI citation snapshots retained for trend analysis.

AI Search optimisation lens

Live scoring tuned for citation-readiness across LLMs including Meta AI.

Citing-pages report

Reverse view: which URLs are cited, by Meta AI, for which prompts.

Competitor SoV

Head-to-head Meta AI citation share against up to 10 competitors per brand.

Time savings

What changes when Meta AI is tracked

Measured savings on Meta AI visibility analysis.

TaskBeforeWith WriteWorksTime saved
See if Meta AI cites you for a promptManual Meta AI queriesLive citation list per tracked prompt100%
Track Meta AI citation historyUntrackedDay-by-dayContinuous
Score a draft for Meta AI citation-readinessGuessworkLive AI Search lens100%
Included

What's included

Every Meta AI capability inside WriteWorks.

Meta AI included in 9-engine prompt tracking
Per-prompt citation list with answer-text context
Day-by-day Meta AI citation history
AI Search lens scoring for Meta-AI-readiness
Citing-pages reverse report
Competitor citation tracking on Meta AI
Built for

Built for closed-loop teams

Consumer brand, social-led growth, PMM.

Consumer brand teams

Track how Meta AI describes your product on Instagram, WhatsApp, and Messenger.

Social-led growth teams

Tie Meta AI citation lift to content + social campaigns.

PMMs running social discovery

Track competitor SoV on Meta AI as a real channel.

Featured story

WriteWorks turned AI search from a black box into our most measurable growth channel. We can show the board exactly how many citations we earned and how much pipeline they sourced.

Read the full story
+312%
Citations in 90 days
+58pt
AI visibility score lift
$1.4M
Pipeline attributed to AI
FAQ

Frequently asked questions

Everything teams typically ask before getting started.

How does WriteWorks track Meta AI citations?+
Meta AI is one of the 9 AI engines WriteWorks sweeps for every tracked prompt. We capture the answer text, cited URLs, your position, and the sweep timestamp on a 24-hour refresh.
Does Meta AI behave like Google or ChatGPT?+
Meta AI is closer to a conversational assistant inside Meta's apps. The AI Search lens scores citation-readiness in a way that maps across all 9 LLMs, including Meta AI.
How do I improve my Meta AI citation rate?+
Use the AI Search optimisation lens to score every draft for extractability, prompt alignment, citation-readiness, and entity clarity — the signals Meta AI reaches for.
Explore more

Keep exploring

Related solutions, adjacent use cases, and platform features.

Get started

The Meta AI optimisation platform

Track every Meta AI prompt that matters, see who gets cited, and ship the content that turns the citation around.