New

Narratr is now available inside ChatGPT and Claude — brand intelligence inside the AI you already use.

Brand intelligence for AI search

AI cites your brand correctly. Or it doesn’t.

Lost an Amazon listing? Warning letter? Ad rejected for claims? Competitor cited in ChatGPT while you weren't? Each is a symptom of the same broken loop. Narratr closes it.

Narratr structures your website, certifications, and evidence into a brand layer AI can cite. Verified claims get amplified. Risky ones are rewritten. Blocked ones never ship.

No keyword spray. No prompt rewrites. No drift between what your brand stands for and what it ends up saying.

Trackers tell you AI is wrong about your brand. Narratr fixes the source so it isn’t.

We respect robots.txt and never crawl behind logins.

Brand Model
Facts: verified & approved
Voice: clear, direct
Rules: claim guardrails
Verified brand facts
Cited and current
Published to AI search
ChatGPT, Perplexity, Google
Content everywhere
LinkedIn, X & more

Claim guardrails

Every claim classified before any output ships. Verified amplified, risky rewritten, disease and treatment claims blocked.

3-tier classification · runs at extraction + generation

Brand model

Voice, positioning, and audience - pulled into one layer and kept aligned.

Voice: warm, transparent, farm-first

Detected offerings

Products, differentiators, and angles surfaced from the site you already have.

8 products · 4 differentiators found

Validated against

Organic Sphere · Banyan Botanicals · Mountain Rose Herbs · Gaia Herbs Farm · Traditional Medicinals

How it works

Paste a URL.
Get a brand layer AI tools can cite.
Every claim traced to its source.

01

Ingest

Read your brand

Drop your URL. Narratr reads your site — plus the PDFs, certifications, and studies you upload — and structures it into a brand profile with each claim attached to its source. You approve every element before any output ships.

02

Intelligence

Know your market

Narratr finds your closest five to seven competitors, scores them on offer, audience, and positioning overlap, and turns the gap into a comparison matrix, three to five plays, and a recommended voice direction — with citations you can click.

03

Optimize

Audit every page

Nine dimensions, brand-specific. Hero, value props, CTAs, trust signals, AEO readiness, differentiator visibility, voice consistency. Every recommendation comes with a target field and a suggested rewrite — so you know exactly what to change and why.

04

Publish

Generate on brand

Posts, captions, blogs — written against your voice rules, your claim guardrails, and the plays Narratr surfaced from your market. Each post learns from the last: likes and dislikes on what you've published shape the angle and the patterns to avoid for what comes next. Push generated copy to LinkedIn or X, and push optimized copy directly to your Shopify store.

The instructions that govern every output are visible, editable, and yours.

05

Rules layer

Voice rules. Claim guardrails. Competitive plays.

This is the layer most AI tools don't have. It's the difference between "the AI wrote a post" and "the AI wrote a post that respects what we've already decided." Every output runs through it.

06

Compound

The loop tightens over time

Most AI tools collect feedback. Almost none use it. Narratr closes the loop in two places: market intelligence reads your prior reactions on every refresh and bends the analysis toward what your brand cares about; content generation aggregates likes and dislikes across recent posts and injects the recommended angle and avoid-patterns into the next prompt. Both loops are running today.

When claims matter

Built for brands where one wrong claim triggers a warning letter.AI tools don't know the difference.

In supplements, wellness, organic food, beauty, and any category where what you say is regulated, AI-generated copy is a liability before it's a productivity gain. Narratr classifies every claim in your brand layer before any output ships — and again at the moment of generation. The layer holds.

Three tiers. Applied automatically. Visible to you.

Verified claims

amplified

Statements your brand has earned the right to make. Certifications, audited results, sourcing facts, third-party studies. Narratr surfaces these as the moments AI engines should cite — in your /llms.txt, your schema, and your generated content.

~

Risky claims

rewritten

Statements that need softening, qualification, or sourcing before they can ship. Narratr rewrites them inside your voice rules and flags the change for human review. Nothing leaves your queue without you seeing the edit.

Disease & treatment claims

blocked

Lines that would violate FDA, FTC, or category-specific rules. Narratr blocks them at generation. They never reach a draft, never publish to a page, never make it into AI-readable schema.

Sleep at night knowing AI engines aren't quoting you saying something you'd never actually say.

See it on your brand →

OrganicSphere · regulated category

Content that shipped. Every claim classified. Zero warning-letter risk.

OrganicSphere is an organic health and wellness brand — the category where one sloppy line costs trust. Narratr spotted the transparency angle, drafted the copy inside the brand voice, ran every claim through the three-tier filter, and produced this. Zero manual input. Zero claims your label can't back up.

OrganicSphere · Highlight: Transparency for Health-Conscious ConsumersGenerated by Narratr

Content length

38 seconds

Briefs written

Zero

Claims classified

Every line

See how it starts

Every brand element Narratr extracts requires human sign-off before it drives a single output.No automated brand decisions.This is what separates Narratr from every AI content tool that generates first and asks questions later.

What your brand needs

One brand layer.Every channel.Every claim sourced before it ships.

You already have AI in your stack. What you're missing is a single layer that holds your voice, claims, and positioning — and applies it to every output, with your approval before anything ships. Not automated. Not assumed. Every brand element Narratr extracts is reviewed and confirmed by a human before it drives a single output.

Without it: your social team writes one version of your brand. Your blog team writes another. Your AI tools write a third. Narratr ends that.

The old wayWhat your brand needs
AI tools that guess at your voiceContent governed by your approved rules
Static brand guidelines nobody opensA live layer applied to every output
Competitive intel that goes staleA matrix that refreshes and reads your feedback
AEO treated as a separate toolAudit readiness baked into the brand layer
Tools that don't learn from your decisionsA system that compounds the more you use it

Built for regulated categories.

Supplements, wellness, beauty, organic food — categories where every claim has to be defensible. Narratr's three-tier classification runs at extraction and again at generation. See the playbook for your category.

AI search is already deciding which brands get cited.

ChatGPT, Claude, and Gemini answer questions about your category every day. If your facts are scattered or inconsistent, your brand gets flattened, distorted, or skipped. Narratr monitors how AI models describe you across three engines and tells you where the gaps are.

Strong brands make themselves easier to verify, not just easier to market.

Built for where content is going

Your website is already the source of truth.Narratr structures it so every AI tool, every content output, and every channel reads it that way.When your site changes, your brand layer updates automatically.No manual re-briefing. No drift.

When your site updates — new products, new positioning, new messaging — your brand layer updates with it. Every downstream output reflects where your brand actually is, not where it was six months ago. No manual re-briefing. No stale context.

Your brand matures. Your system should keep up.

Your website should remain the source of truth. When it changes, your brand context should update with it so future content and AI-facing facts do not drift out of sync.

  • Launch a new product? Your messaging and content starting points should reflect it quickly.
  • Earn a new certification? The proof your brand relies on should carry through everywhere it matters.
  • Enter a new market? Your positioning should adapt without rebuilding your whole system from scratch.

The real payoff is not volume. It is a brand foundation your team can keep building on without losing clarity.

The roadmap

  • TodayLinkedIn, X/Twitter — publish approved content on schedule
  • TodayBlog generation — SEO-friendly, brand-aware, fact-enforced
  • TodayAI brand profile — verified entity page, published to AI search channels
  • TodayShopify and WordPress write-back — optimized copy applied directly to products, pages, posts, and articles
  • TodayAEO automation — auto-regenerates the file AI crawlers read (/llms.txt) and pings search engines to re-index on every change
  • TodayAsk MI — chat with your market intelligence report
  • TodayBrand health dashboard — website score, SEO, AEO, AI profile, and quick actions in one view
  • TodayOutcomes view — see what is performing, not just what was published
  • TodayAlerts and daily digest — Narratr tells you when something needs attention
  • TodayFeedback loop — most AI tools collect feedback. Almost none use it. Narratr does: reactions on past posts shape the angle and avoid-patterns of every new one
  • TodayAI Visibility — monitor and correct drift in how Claude, GPT-4o, and Gemini describe your brand; score your presence across three models and flag the gaps to close
  • TodayBrand Chatbot — deploy an assistant trained on your knowledge sources; answers in your brand voice, embeds in one line of code
  • ComingWebflow ingestion — read your Webflow site into your brand layer

Most AI tools collect feedback. Almost none use it.

Narratr closes the loop in two places: market intelligence sharpens every time you react to a finding, and content generation injects the angle and avoid-patterns from your past posts into every new one. The longer you use it, the more specifically it knows your brand.

Analyze my brand free →

Live examples

Real brand layers. Real URLs. Every element approved by a human. Then used to generate content that shipped. These are not demos.

Each example below started with nothing but a website URL. Narratr extracted the voice, positioning, and content signals already present in the brand. A human reviewed and approved every element before any of it drove a single output.

OR
Organic Spheremedium confidence
organicsphere.com
Analyzed from:Homepage carousel + section copyMillet Planet initiative pageGhee FAQ + Oil extraction guideAbout us founder origin storyEvents 2025 + Appointments pages
What stood outSpecific observations from analyzing this brand

Brand functions as a protocol delivery vehicle — products are secondary to Dr.

Editorial content volume (FAQs, protocol tables, plant databases) far exceeds product page depth, suggesting...

Founder story explicitly references family cancer and chronic illness, providing a high-trust origin narrative that is...

Appointments page references 2019–2020 dates, signaling content maintenance gaps that may reduce trust for new visitors

Events infrastructure (multi-state US seminars since 2018) indicates an offline community layer not reflected in the...

Brand snapshot

The US retail home for Dr. Khader Vali's millet-based chronic disease lifestyle protocol

Organic Sphere is a Texas-based, family-run organic food brand and wellness initiative that sells traditionally processed millets, bull-driven cooking oils, and Vedic bilona ghee to health-conscious South Asian diaspora and natural-food consumers in the US...

Audience

Health-conscious South Asian diaspora in the US and Canada, particularly individuals managing or preventing chronic conditions such as diabetes, thyroid disorders, or cardiovascular disease, who are familiar with or actively following Dr. Khader Vali's millet-based dietary protocols.

Tone
educationaltradition-anchoredearnestprotocol-drivencommunity-orientedplainspoken
Differentiators
  • Products are explicitly tied to Dr. Khader Vali's named disease protocols, creating a functional health framing absent from most organic grain brands
  • Bull-driven Ghaana oil extraction using wooden mortar and pestle from Vaghe tree is a documented process distinction, not a generic 'cold-pressed' claim
  • Buchi method millet processing is a named proprietary process that preserves bran layer and fermentation-active microbes
Sounds like

Foxtail millet isn't a trend — it's a 10,000-year-old grain that your body already knows how to use.

Our bull-driven Ganuga oil takes three times longer to extract than cold-pressed. That's not inefficiency — that's the point.

Brand Aware Ideas from this brand

What 'Unpolished' Actually Means in the Buchi Method

Educational

What 'Unpolished' Actually Means in the Buchi Method

Most milled grains lose their bran layer in processing. The Buchi method stops short of that — intentionally. That outer layer isn't just fiber. It carries fermentation-active microbes that Dr. Khader Vali's protocol depends on for gut-level metabolic work.

Why it works
Names the Buchi method explicitly — Organic Sphere's proprietary processing distinction that...Connects bran retention to fermentation-active microbes, grounding the product directly in Dr.Matches Organic Sphere's documented voice register — process-specific, no hedging, no wellness...

What Kodo Millet Actually Does for Blood Sugar — and When to Eat It

Product focus

What Kodo Millet Actually Does for Blood Sugar — and When to Eat It

If you're following Dr. Khader Vali's diabetes protocol, kodo millet isn't interchangeable with the others. It's the one he specifies for evening meals — its fiber profile slows glucose absorption when your body is winding down.

Why it works
Maps directly to Dr. Khader Vali's named diabetes protocol — Organic Sphere's core positioning as a...Buchi method processing is a named, documented brand-specific distinction that preserves the bran...Speaks directly to South Asian diaspora in the US and Canada managing diabetes through the...

We Started Selling Millets Because Someone We Loved Got Sick

Brand story

We Started Selling Millets Because Someone We Loved Got Sick

Organic Sphere didn't begin as a business plan. It began with a family watching a diagnosis land and then searching — hard — for something that worked. Dr. Khader Vali's SiriJeevan protocol was the answer we found.

Why it works
Draws directly from the founder cancer and chronic illness origin story identified as underused in...Names the SiriJeevan protocol and Buchi-processed foxtail millet in the body copy, grounding the...Plainspoken, first-person plural tone ('we needed it first') matches the brand's earnest,...

FAQ

How Narratr works — answered plainly.

Everything you need to know about Narratr and how it works.

Free

$0

1 brand · no card

Per brand

$29/mo

Full pipeline · no seat tax

10+ brands

$19/brand/mo

Volume rate · agency discount

See full pricing →

Free to start. Fifteen minutes. No card.

Drop your URL. Narratr reads your site, classifies every claim against your uploaded evidence, finds your five closest competitors, and audits your homepage — in fifteen minutes, on the free Starter. No card required.

Early access pricing locked through October 2026.

Narratr - AI Brand Intelligence & Claim Classification