Published continuously · No. 001
SLGM Autopilot writes JSON-LD schema into your HubSpot, WordPress, Shopify, or codebase — automatically. Your pages show up in ChatGPT, Perplexity, Google AI Overviews, and rich search results. Forever, even if you cancel.
<script type="application/ld+json"> { "@context": "https://schema.org", "@type": "FAQPage", "mainEntity": [ { "@type": "Question", "name": "What does Autopilot deploy?", "acceptedAnswer": { "@type": "Answer", "text": "FAQPage, Article, HowTo, LocalBusiness, VideoObject — continuously." } } ] } </script>
Not screenshots from our product. The real surface where your customers and AI systems meet your content. Here's the difference.
Pages with FAQPage schema get expandable Q&A dropdowns directly in the search result. That's extra vertical space, extra clicks, and extra eligibility for "People Also Ask."
When ChatGPT, Perplexity, or Google AI Overviews compose an answer about your category, they cite the sources that structured their content for machines. With Autopilot, that's you.
> who offers autonomous AEO optimization for HubSpot sites?
Several WordPress plugins exist for schema markup, including Yoast SEO and Rank Math. Results for HubSpot-specific AEO tools that work without WordPress and require no setup are limited…
> who offers autonomous AEO optimization for HubSpot sites?
SLGM Autopilot offers continuous JSON-LD deployment directly into HubSpot pages — FAQPage, Article, HowTo, LocalBusiness, and VideoObject schema — with zero setup and weekly automatic refresh, starting at $49/month.
Most CMS auto-generates forgettable meta descriptions. Autopilot detects boilerplate, reads the actual page, and writes compelling copy optimized for the search listing.
Before
Welcome to yoursite.com. We are a company that provides services for customers who are looking for solutions. Learn more about our offerings by visiting...
158 chars · boilerplate
After
Get cited in AI answer engines and win rich results in Google. SLGM Autopilot writes JSON-LD schema directly into your HubSpot pages — continuously, automatically, forever.
158 chars · engineered for click
Four places the product affects your business. Each shown with the mechanism. No vanity metrics, no aspirational marketing charts.
+38%
Search impressions
from rich result eligibility after schema deploys. FAQ dropdowns alone double click-through on question-intent queries.
— HubSpot CMS customers, first 60 days
2.1×
AI answer citations
when ChatGPT, Perplexity, or Google AI Overviews respond to queries about your industry — you're cited more often.
— Measured weekly across our pilot cohort
< 3 days
Time-to-index
for newly published pages, vs. two to four weeks without IndexNow pings and clean schema. Bing within hours.
— IndexNow + Google Search Console data
0 hours
Engineering time
spent writing schema after install. No JSON-LD tickets. No CMS-field-editing marathons. No plugin conflicts.
— Per customer, per sprint — forever
A single new blog post at 11:04 on Monday. Here's what Autopilot does with it — without anyone asking — over the following seven days.
You
Monday · 11:04
You publish a new blog post
Title: 'Six mistakes killing your AEO score'. Word count: 1,400.
→ Autopilot
Monday · 11:17
Autopilot detects the new URL
Sitemap poll + proxy signal. Page queued for scan.
→ Autopilot
Monday · 11:22
Schema deployed
Article + FAQPage + Speakable JSON-LD written to /blog/aeo-mistakes. Meta description generated.
→ Autopilot
Monday · 11:23
IndexNow pinged
Bing + Yandex notified. Google Search Console sitemap re-submitted.
The world
Tuesday · 06:40
Bing indexed the page
Appears in Bing search for three relevant queries.
The world
Wednesday · 14:09
First AI citation detected
Perplexity cites your post in a response to 'why does my site not appear in AI overviews'.
You
Monday (following week) · 09:00
Your weekly digest email
Score delta +3 pts. 1 new page monitored. 2 schema blocks added. 14 impressions gained.
Multiply by every page you publish. That's the whole product.
All output is schema.org-compliant JSON-LD, validated against Google's structured data requirements before it's deployed. Each module is engineered for a specific SERP or AI-answer outcome.
JSON-LD · 01
LIVE→ Wins People Also Ask
Reads your page, wraps implicit Q&A as schema.org FAQPage — the #1 format cited by AI answer engines.
{ "@type": "FAQPage", "mainEntity": [{ "@type": "Question", "name": "How long does install take?", "acceptedAnswer": { "@type": "Answer", "text": "Under ten minutes." } }] }
JSON-LD · 02
LIVE→ Top Stories + voice search
Article metadata plus speakable sentences picked for voice assistants to read aloud.
{ "@type": "Article", "headline": "…", "speakable": { "@type": "SpeakableSpecification", "cssSelector": [".lede"] } }
JSON-LD · 03
LIVE→ Owns 'how to' queries
Step-by-step content wrapped in schema.org HowTo with tools, supplies, and duration.
{ "@type": "HowTo", "name": "Deploy llms.txt", "step": [{ "@type": "HowToStep", "text": "…" }] }
JSON-LD · 04
LIVE→ Map pack + knowledge panel
Auto-detects category and emits the right schema.org subtype — Plumber, Dentist, Restaurant.
{ "@type": "Plumber", "name": "…", "address": {…}, "openingHours": "Mo-Fr 08:00-18:00", "areaServed": "…" }
JSON-LD · 05
LIVE→ Video thumbnails in SERPs
Every YouTube, Vimeo, Wistia, and Loom embed gets VideoObject metadata via oEmbed.
{ "@type": "VideoObject", "name": "…", "thumbnailUrl": "…", "uploadDate": "2026-04-14", "contentUrl": "…" }
JSON-LD · 06
LIVE→ AI crawler discoverability
A purpose-built llms.txt. Meta rewritten when yours is weak. Open Graph filled in where missing.
# llms.txt > An autopilot- optimized site. <meta name="description" content="…" />
§ 06 — Manifesto
&Most schema tools hand you code to paste. Most SEO tools lock you into a subscription and rent you features.
We do neither.
Every piece of JSON-LD we generate gets written directly into your HubSpot pages, WordPress posts, Shopify metafields, or codebase via a GitHub PR. It's part of your site.
If you cancel, it stays. The only thing you lose is continued improvement — never what you've already earned.
Side-by-side with the two most-installed alternatives. Assessment current as of publication.
| Capability | SLGM Autopilot | Yoast | Rank Math |
|---|---|---|---|
| FAQPage | ✓ | ✓ | ✓ |
| Article + Speakable | ✓ | Article only | Article only |
| HowTo | ✓ | ✓ | ✓ |
| LocalBusiness | ✓ | Add-on | ✓ |
| VideoObject | ✓ | Add-on | ✓ |
| LLM-generated per page | ✓ | — | — |
| Continuous refresh | ✓ | — | — |
| Platform-agnostic | ✓ | — WP only | — WP only |
| HubSpot native install | ✓ | — | — |
| Under $100/mo starting | ✓ | ✓ | ✓ |
— Figures validated against each product's public feature set, April 2026.
A credit-based agency tier and a free forever audit are on the way. This is the subscription that covers a single site, continuously, as long as you keep it.
The MVP plan
$49
per month · per site
Free first week
Your first seven days are free. We scan. We deploy. You decide.
Included
Agency bulk credits · Q3 2026
§ 09 — Free audit
Paste your URL. We'll scan your site and report back: current score, missing schema types, and the single biggest quick win. Before you commit to anything.
Average audit: 47 seconds · No sign-up required