AEO for Manufacturers
Be the supplier an AI assistant names when an engineer or buyer asks who makes the part they need.
A Complete AI Search Visibility Workflow
- AI Visibility Tracking
- Share of Voice
- Citation Analysis
- Sentiment Analysis
- Prompt Research
- Rank Tracking
- Site Audits
- API and MCP
Your buyers are asking AI. Is it naming you?
Industrial buying starts with a specification, not a brand. An engineer describes a requirement — material, tolerance, certification, volume — and asks who can supply it. That question increasingly goes to an assistant, and the answer is a short list of manufacturers assembled from spec sheets and technical documentation.
This favours manufacturers who publish real technical detail. Distributors and marketplaces dominate the transactional queries, but they cannot answer a specification question the way a manufacturer's own documentation can. Published, crawlable specs are the asset here, and most manufacturers keep theirs behind a gated PDF.
Prompts manufacturers should track
- who manufactures [component] with [specification]
- [material] supplier for [application]
- alternatives to [competitor part number]
- what certification is needed for [application]
- ChatGPT
- Claude
- Gemini
- Perplexity
- AI Overviews
See the Product Before You Sign Up.
See tracked prompts, competitor share of voice, sentiment, citations, and ranked opportunities in a guided walkthrough.
The AEO playbook for manufacturers.
What gets a brand named in AI answers in your category, and where Aeonav shows you the gaps.
1Publish specifications as HTML, not gated PDFs
A spec sheet locked behind a form or trapped in a scanned PDF is invisible to the crawlers that feed AI answers. The same data as structured on-page content is directly quotable.
2Answer the specification question, not the brand question
Buyers ask who makes a part with given properties. Pages organised by application and specification get cited; pages organised by product family do not.
3Make certifications and compliance explicit
ISO, RoHS, REACH, industry-specific approvals. These are frequently the filter that decides whether a supplier is named at all, and they belong on the product page in plain text.
4Cover cross-reference and substitution queries
'Alternatives to [competitor part]' is high-intent and poorly served. A clear cross-reference table is one of the most citable assets a manufacturer can publish.
Where Aeonav fits
Aeonav tracks specification and application-level prompts so you can see whether engines name you for the parts you actually make, and which competitors and distributors are being named instead.
From Zero to a Plan in One Afternoon.
No sales call, no bloat. Aeonav sets up your tracking and tells you what to change.
1Add your brand
Point Aeonav at your site. It suggests the prompts your buyers ask and the competitors to track against.
2See where you stand
Visibility, share of voice, and the sources AI cites, sampled up to 4× daily from the real apps.
3Know what to fix
Opportunities ranked by impact. Aeonav keeps you updated, so you always know what to do next.
Every Answer Engine Your Buyers Use.
Aeonav both scrapes what real users see in popular AI search tools and captures all other models with direct API calls and OpenRouter.
- ChatGPT
- Claude
- Gemini
- Perplexity
- AI Overviews
- AI Mode
- Copilot
- Grok
- DeepSeek
- Mistral
- Qwen
- Kimi
- All OpenRouter LLMs
Why Teams Choose Aeonav
More Frequent Data
Aeonav can run prompts against tracked models up to 4× daily.
Focused Scope
We only do AEO / GEO, but we do it very well.
API + MCP
Connect Aeonav to your stack and AI agents.
Open Source
Self host at any time, with no lock-in.
Simple, Self-Serve Pricing.
We recommend Basic for manufacturers: 50 prompts across 4 AI platforms, checked 4× daily, for $99/mo. Unlimited seats on every plan.
- 1 brand, 50 prompts
- ChatGPT only
- Answers checked 1× daily
- 10 DataForSEO calls/day
- No premium models
- 1 brand, 50 prompts
- Any 4 AI platforms
- Answers checked 4× daily
- 30 DataForSEO calls/day
- No premium models
- 2 brands, 150 prompts
- Any 4 AI platforms
- Answers checked 4× daily
- 75 DataForSEO calls/day
- 20 premium prompts 1× daily
- 5 brands, 350 prompts
- Any 4 AI platforms
- Answers checked 4× daily
- 150 DataForSEO calls/day
- 30 premium prompts 1× daily
Self-Hosted
Run the same product on your own servers with access to the full source.
Custom
More brands, custom prompt limits, higher sampling rates, and any models.
White Label
Offer AI visibility tracking to your clients under your own brand, domain, and SSO.
Frequently Asked Questions
Something we did not cover? Email support@fivecoder.com.
Do B2B industrial buyers use AI search?
Engineers and procurement teams use it heavily for supplier discovery and specification research — the early stages where a shortlist forms. The purchase still runs through established channels, but which suppliers reach the shortlist is increasingly decided by an assistant.
Why do gated PDFs hurt manufacturing AEO?
Because the crawlers behind AI answers cannot get past the form, and often cannot parse scanned documents at all. The technical detail that would make a manufacturer the obvious answer is the exact content most commonly locked away.
Start Winning AI Search Today.
Start tracking your brand in minutes. Plans start at $29/mo.
- Self-Serve
- API and MCP Access
- Open Source
Want a walkthrough first? Book a 30-Minute Tour.
Aeonav for other industries
- Agencies
- SaaS companies
- E-commerce brands
- B2B companies
- Startups
- Enterprises
- Healthcare brands
- Financial services
- Law firms
- Local businesses
- Real estate companies
- Education institutions
- Travel and hospitality brands
- Insurance companies
- Automotive brands
- Nonprofits
- Cybersecurity companies
- Recruiting and HR companies
- Developer tools companies