How GPT cites primary data
Prompt-managed websites
Stop running your website. Start typing.
You shouldn't need a developer, an agency, a marketer, and a hosting company to update one page. Move off WordPress and Webflow onto an AEO Website you manage with a prompt - and let it research, write, and ship AEO-optimized blogs while you sleep.
Free audit - 90 seconds - no signup.
CMS is dead. Long live AI.
Marketing, sales, and founders ship changes themselves. No CMS, no tickets, no waiting on devs.
UltraFast pages AI loves
Static Astro on Cloudflare Pages. 95+ PageSpeed lifts citation readiness.
An agentic pipeline ships evidence-backed pages built from your data and trusted sources.
What it actually looks like
Watch the site change from a prompt.
The recording shows a Codex-style workspace on the left and a live website preview on the right. Codex reads the Astro page, edits the hero copy, refreshes the preview, and leaves the rewritten fold visible with the diff.
Prompt shown in the clip
Rewrite the entire above-the-fold section for a B2B SaaS founder audience. Change the headline, subhead, CTA, microcopy, and three proof cards. Make the offer sharper: database-free Astro site, AI-search ready pages, and prompt-based edits from Codex.
Codex app - AEO Content website preview
In the video
The left pane shows the prompt, task progress, and reviewable code diff.
In the video
The right pane shows the homepage hero changing after the preview refresh.
In the video
The final frame shows the new headline, CTA, proof cards, and diff together.
02 Replacement
Fast, direct, always improving
Future: one prompt to production
The better way
Watch a website change from a single sentence.
No CMS. No FTP. No "let me ping the developer." Just type what you want. Claude or Codex commits to GitHub, GitHub Actions deploys to Cloudflare's edge, and your site is live in 90 seconds.
Prompt workflow
codex › prompt
Rewrite the hero for B2B SaaS founders. Sharper offer: prompt-managed,
AI-search ready.
running · 4 steps
✓ Read src/pages/index.astro
✓ Drafted hero v2
✓ Updated 3 proof cards
→ Generating preview...
diff +14 -8
- Prompt-managed sites
+ Stop running your site
live preview · refreshed 2s ago
Stop running your website.
Database-free Astro · AI-search ready · Edit by prompt from Codex.
Get free audit
Database-free
AI-cited
95+ speed
That's not a mockup. That's the actual workflow.
Type request
Review diff
Deploy edge
Live in 90s
Migrate in days, not quarters
From WordPress, Webflow, or whatever you're stuck on. A site you control by typing.
We migrate your existing site into an agent-native repo. No more plugin updates, no more "let me ping the developer," no more $200 invoices for a headline change. Open Claude Code and say what you want. It ships.
WordPress → AEO Website
No more plugin sprawl or weekend updates.
Webflow → AEO Website
Keep the polish, drop the click-through editor.
Squarespace → AEO Website
Outgrew the templates. We migrate the content.
Wix → AEO Website
Trade the lock-in for an open repo you control.
Custom HTML → AEO Website
Repo-first by default. Agents fit right in.
Headless CMS → AEO Website
Your content stays. Your stack gets faster.
Your blog runs itself. Forever.
Set a cadence: daily, weekly, on demand. The research agent reads 10+ trusted sources, drafts a 3,000-word evidence-backed article, scores it against 48 AEO criteria, commits it to your repo, and deploys.
This week, shipped automatically
5 of 5 scheduledSchema for AI answers
Entity clarity wins citations
Benchmarking AI lift
Deep research vs slop
Rest
Rest
You wake up. There's a new article.
It's already cited by AI.
What gets shipped isn't AI slop
Researched from your data + 10 live sources
Every claim cited inline
80+ AEO Rank before publish
Schema, FAQs, internal links wired
Pause anytime. Edit anything. Your GitHub repo, your code, your content.
One platform
Everything your brand needs to rank in AI - under one roof.
Most tools give you one piece. We ship the full stack.
Data-Driven Content
Research-first articles assembled from your proprietary data and 10-source intelligence. Not generic AI drafts.
Corpus · 12 sources
1 Client interview
2 Your metrics
3 Reddit
4 Industry report
5 News
6 Internal docs
Article paragraph
Across 1,240 clients [1], the 7-step intake protocol [2] cut readmissions 31% [3].
AEO Website
A managed site on your GitHub. Every article ships as a pull request. You click Merge.
yoursite/aeo-website
live
Publish · How to deploy AI chat 2m ago
87 Publish · CDPAP benefits guide 1h ago
85 Publish · Agency comparison yesterday
82 Publish · Intake protocol FAQ 2d ago
78
Site rank
71
87 +16
65
AEO Audit
Score 48 criteria across 5 pillars. Free, 90 seconds.
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Content Calendar
Auto-schedule 100+ articles a month on autopilot.
ChatGPT 
Claude 
Perplexity 
Gemini Multi-Engine Visibility
Track citations across ChatGPT, Claude, Perplexity, AIO.
r/SaaS · new mention
“...has anyone tried...”
Reply
Reddit
G2
Capterra
Trustpilot
Mentions & Listings
Monitor Reddit, G2, Capterra, Trustpilot.
Case Study
HelpSquad BPO
From new entrant to
200 clients in ~3 months.
HelpSquad entered Healthcare BPO with 1-3 leads per week. Using our BREAM framework - indexability, branding, and authority sprints - they went from invisible to AI engines to generating 3 sales conversations daily.
200 Active clients acquired
3+ Inbound leads per day
3 mo To market recognition
9+ Content clusters built
Fully managed · Business plan
We run your AEO.
We run your AEO.
End-to-end.
Hand us your domain. We migrate or rebuild your site, fix every technical issue the audit surfaces, research your brand and voice, then ship high-quality, data-driven articles every week. You review. We do the rest.
Request a Demo
From
$250
/ month
30-min free consult · We evaluate your site and scope the plan together
What we ship for you
Migrate your site or ship a new Astro / Next.js build on your GitHub
Fix every audit issue across all 48 criteria
Build your brand profile: voice, competitors, proprietary data
Publish weekly data-driven articles, scored to 80+ AEO Rank
Monitor citations across ChatGPT, Claude, Perplexity, and AIO
Dedicated content strategist who owns your AEO outcomes
The content engine
Every article is built from your data. Not from a model's memory.
Generic AI drafts sound polished because the model is fluent. Fluency is not the bar - originality is. Our pipeline ingests your proprietary data, builds a research corpus from 10+ live sources, then writes block-by-block with cited evidence.
Inside a single article
7 block types
Evidence Ledger (12 cited sources)
H1 with front-loaded answer
Comparison table (proprietary data)
In-body CTA (voice-profile aware)
FAQ (5 schema-ready pairs)
References (8 authoritative sources)
Internal link graph (cluster-aware)
The research pipeline
01
Interview your team
We extract what only you know - operational data, methodology, expert observations.
02
Build the corpus
10+ live sources, scored and ranked for relevance and authority.
03
Write block-by-block
Narrative plan assigns evidence to each block before a single sentence is drafted.
04
Score and repair
Every article must pass the AEO Rank 80+ gate before it is allowed to publish.
Proprietary data in every article Every claim cited to a source No post-hoc fact-checking
The strip test
Strip the brand. Could a competitor publish it?
×
“AI chat cuts response times up to 40% per industry reports.”
“HelpSquad cut first-response from 2m 24s to 34s across 847 deployments in 2025.”
And here's the part your competitors don't see coming.
Every page on an AEO Website is engineered to be cited by AI engines by default. Static Astro on Cloudflare, 95+ PageSpeed. Schema-ready. Entity-clarified. llms.txt configured. While your competitors fight Yoast plugins, your site shows up in the AI answer.
ChatGPT
74
Claude
61
Perplexity
52
Google AIO
48
Ship at scale
Plan 100 articles a month. Let the engine ship them.
The Calendar auto-schedules topics across 100+ business days with service diversity, cluster balance, and freshness constraints. Cluster Builder turns a single pillar into 5-7 interconnected articles with shared research.
Content Calendar
Set it once. Ship on autopilot.
October 2026
24 scheduled
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Auto-schedule 100+ topics per batch
Service-diversity constraints built-in
Starred, dismissed, scheduled states
Cluster Builder
Pillar + 5-7 children. Shared research.
Pillar: AI Customer Support
Phase 4 / 7
✓
Ideation ✓
Topics ✓
Blocks 4
Generate
Running
5
Cross-link 6
Review 7
Publish Shared research corpus across the cluster
Auto-crosslinking with anchor text
Background tasks survive disconnects
Measure everything
See exactly where you are cited - and where you are missing.
Track every query across ChatGPT, Claude, Perplexity, and Google AI Overviews. Know the exact competitor beating you, the exact gap to close.
yoursite.com · visibility
Visibility Rank · last 30 days
58.4 +12.3
Improving
ChatGPT Claude Perplexity Google AIO Per-engine breakdown
ChatGPT, Claude, Perplexity, AIO side-by-side - no single-engine blind spots.
Competitor comparisons
See exactly who is cited instead of you, on which queries, in which engine.
Threat analysis
P0-P3 severity ranking. Know what to fix first and why it matters.
Query wizard
4-step human-in-the-loop flow to surface the AEO gaps that hurt most.
Your brand reputation lives outside your website.
AI engines learn about you from Reddit threads, directory listings, and competitor roundups. We monitor all of it and help you act.
Reddit Monitoring
Reddit is one of the top training sources for LLMs. We scan threads where users ask for recommendations in your category, score them by intent, and draft responses in your voice.
r/smallbusiness
12h ago 87
“Looking for a good outsourcing service for customer support - any recommendations?”
42 comments 3 competitors mentioned You: absent
Daily scans across relevant subreddits
AI-drafted responses in 6 tones
Competitor mention alerts
Mentions & Listings
We find every listicle, directory, and roundup where your brand should appear but doesn't - then help you get listed with automated outreach.
4 competitors listed You: missing
Opportunities scored 0-100 by impact
Auto-generated outreach emails
Contact discovery and follow-up tracking
AEO Site Rank System
Your score is only as good as the model behind it.
AEORank is a governed scoring methodology - not a static checklist. 48 criteria across 5 pillars, continuously recalibrated from how AI engines actually behave.
How AEORank works40 years of combined SEO expertise
Two founders test real queries against all four AI engines weekly. Every discovery feeds into the formula.
Formula updated monthly
New criteria, weight shifts, false positives removed. The model tracks how AI engines evolve.
Your pages, re-scored automatically
Every update re-evaluates your site and resurfaces new priorities. No manual re-audits.
Questions
Frequently asked questions
Is AEO the same as SEO?
Related but not identical. SEO optimizes for ranked lists. AEO optimizes for being cited inside an AI answer. The criteria overlap maybe 40% - the rest is structured data, entity clarity, and extractable answers.
How does the free audit work?
Enter your domain. We crawl your site, score it across 48 criteria and 5 pillars, and deliver the report in about 90 seconds. No signup, no credit card.
What makes your content different from ChatGPT writing my blog?
Every article is assembled from a research corpus of 10+ sources, scored against 48 AEO criteria, and repaired before publish. We sell evidence, not fluency.
Will I own my AEO Website code?
Yes. It lives in your GitHub repo from day one. Every article is a commit. If you cancel, you walk away with everything. No export, no lock-in.
Can I publish 100 articles a month?
Yes. The Calendar auto-schedules batches across 100+ business days. Background tasks survive disconnects, so long cluster runs finish even if you close the tab.
How long until I see results in ChatGPT?
Technical fixes can be picked up by AI crawlers within days. Content-driven improvements typically show in 2-4 weeks, first citations in 6-10 weeks.
Can I use the Studio without AEO Website?
Yes. Starter and Growth plans give you the full Studio - audits, visibility, content pipeline. Publish anywhere you want. AEO Website is the managed flagship on Business.
How is the AEO Rank calculated?
Each of the 48 criteria is scored 0-10 using deterministic, repeatable checks with no AI judgment. Criteria are grouped into 5 fixed-weight pillars: Answer Readiness 40%, Content Structure 25%, Trust & Authority 15%, Technical Foundation 10%, AI Discovery 10%.
Your competitors are already cited by AI. You should be too.
Stop doing AEO yourself. Hand it to us. We run the audit, the content, the publishing, and the monitoring end-to-end.