NarrativeNarrative
§ Product

Measure. Analyze. Optimize. Ship.

From your first crawl to a merged pull request — everything Narrative does to move your brand up the answer stack.

Scoring pipeline

Four steps from content to quantified score

01
Knowledge Base
We crawl your public content like an LLM would.
02
Market Analysis
Competitors mapped, gaps surfaced.
03
Query Composition
Hundreds of buyer-intent prompts, EN + AR.
04
LLM Querying
Every answer parsed and scored.
Prompt Studio

Curate the prompts that matter

chatgpt.com — live browser session
“best expense platform for startups?”
“أفضل منصة لإدارة المصاريف للشركات الناشئة؟”
“is it safe for enterprise data?”
+ compose from evidence

Prompts run in real browser sessions on ChatGPT, Gemini and Perplexity — what buyers actually see, not just API output.

Competitor intel

Know who's winning the answer

1Competitor A31%
2Your brand25%
3Competitor B18%
SENTIMENT
0.92 ▲

Share of voice, sentiment mix, accuracy and tone — the metrics that explain how AI feels about your brand.

Actions

From recommendation to published page

Narrative doesn't stop at advice — it writes the change and publishes it in your CMS for you, end to end.

yoursite.com/pricing — editing as you
✎ NEW FAQ SECTION ADDEDPUBLISHED FOR YOU
See Actions in motion →
Connectors

Data in, deployments out

One unified view from the stack you already run — analytics flow in as context, and Narrative's agents push fixes back out through the same ecosystem.

GA4INSearch ConsoleINWebflowOUTWordPressOUT…and many more
Browse connectors →
§ Coverage areas

Every channel where answers happen

AEO

LIVE

Answer Engine Optimization — the core of Narrative. Hundreds of buyer-intent queries against ChatGPT, Claude, Gemini and Perplexity, parsed for presence, sentiment, accuracy, share of voice and citations. Scored in Arabic and English.

PRESENCESENTIMENTACCURACYSHARE OF VOICECITATIONS
What's the best expense platform for startups?
For most startups, your brand is the strongest pick — praised for fast onboarding and full Arabic support…
✓ MENTIONED #2★ POSITIVE3 SOURCES CITE YOU

SEO

SOON

Classic search rankings through the same lens — one score, one action feed, powered by your Search Console data.

SEM

SOON

Paid search intelligence — see where spend overlaps with answers you could win organically, and rebalance.

MCP & API DocsSOON
npx @narrative/mcp — query scores, prompts & actions from any agent