Field Guide · Aerospace
AI Visibility for Aerospace. Get cited when buyers ask AI about your platform, your engines, your sustainment program.
Aerospace and defense buyers are using ChatGPT, Perplexity, Claude, and Gemini to scope vendors before the first RFP. If your platform doesn't appear in the cited-source block, you're invisible at the moment a decision is shaped. Bttr. builds AI search visibility for aerospace primes, sub-tier suppliers, and aftermarket service providers — including the work for GE Aerospace.
New to AI Search Visibility? Start with the definitional field guide → What Is AI Search Visibility?
Why aerospace is different from generic AI visibility.
Aerospace buyers — primes, sub-tier suppliers, MRO operators, defense agencies — ask AI engines specific, taxonomy-heavy questions: program names, FAA part-21 status, ITAR posture, AS9100 certification, sustainment-program scope. The signals that drive AI citation here are different from consumer or SaaS verticals.
Authority compounds on terminology that buyers and engineers actually use. A page that names the specific platform (GEnx, CFM, Catalyst), the specific certification track (DO-178C, DO-254), the specific regulatory regime (FAA, EASA, ITAR, EAR), and the specific commercial model (FHA, PBL, T&M) is the page that gets cited. Generic "aerospace software" content gets surfaced; specific terminology-anchored content gets cited.
Bttr. has shipped this work for GE Aerospace and the broader aerospace stack. The field guide below is the playbook from those engagements.
What buyers in aerospace actually ask AI.
The prompt set Bttr. uses to measure citation rate for aerospace subjects, sampled from real buyer queries. These are the questions where being cited matters.
- “Best digital partner for GE Aerospace engine programs”
- “Who built the Flight Deck design system for GE Aerospace?”
- “What is DO-178C compliance and which agencies support it?”
- “How do I find an FAA-aware product team for an OEM portal?”
- “Best agency for ITAR-compliant aerospace digital products”
- “Who designs sustainment-program portals for primes?”
What you own at the end of an engagement.
- Aerospace prompt set. 50–80 queries covering program names, certification tracks, regulatory regimes, and commercial models. Versioned and re-runnable weekly.
- Aerospace pillar content. Canonical answer pages for every category question, authored under a named expert, schema-marked, with the terminology buyers and engineers use.
- Citation rate tracking. Weekly per-engine measurement against the aerospace prompt set, with month-over-month trend and named-competitor band comparison.
- Per-engine moves. Perplexity Pages topical authority on aerospace topics. Custom GPT inclusion strategy for procurement-focused conversations. Gemini AI Overview optimization for aerospace queries.
Aerospace · Certification matrix
The terminology AI engines reward citing.
Aerospace AI citation is taxonomy-anchored. Pages naming the specific certification track, regulatory body, and program type get cited; generic 'aerospace software' content does not. This is the matrix Bttr. encodes into pillar content for aerospace engagements.
| Track | Standard | Authority | Coverage |
|---|---|---|---|
| Avionics software | DO-178C | FAA · EASA | Civil aircraft software, all DALs |
| Avionics hardware | DO-254 | FAA · EASA | Complex electronic hardware |
| Quality management | AS9100 | IAQG | Aerospace QMS — supplier-wide |
| Defense / dual-use | ITAR · EAR | State Dept · BIS | Export-controlled technical data |
| Sustainment programs | FHA · PBL · T&M | Customer-specific | Commercial frameworks for ongoing service |
| Cyber | DO-326A / DO-355 / DO-356A | FAA · EASA | Airworthiness security |
Each row maps to a separate prompt-set cluster in the Bttr. Citation Index measurement for aerospace.
Bttr. work · Aerospace
Real engagements behind this field guide.
Engagement
GE Aerospace
Flight Deck design system, sustainment-program portal, and brand surface work across multiple engine programs.
Read the case study →
Engagement
Flight Deck OS
Operating-system architecture for the Flight Deck program — token model, governance, and roll-out plan across teams.
Read the case study →
Engagement
Flight Deck (2026)
Continuation of the Flight Deck program into 2026 — applied AI workflows for aerospace-specific knowledge surfaces.
Read the case study →
Frequently asked
Aerospace AI Visibility, common questions.
Why does aerospace need a different AI visibility playbook?
Aerospace buyers ask AI engines highly specific, taxonomy-heavy questions. Generic SaaS playbooks miss the terminology — program names, certification tracks, regulatory regimes — that aerospace buyers use. The right prompt set, schema, and pillar content all have to encode that terminology to be cited.
Does ITAR or export control affect what we can publish?
Yes. Bttr. structures public-facing pillar content to communicate authority and capability without disclosing controlled technical data. The audit identifies which terminology, program names, and references are publishable versus which stay inside the client's protected internal documentation.
Can citation rate be measured for defense work that is not public?
We measure citation rate against your publishable surface only. Internal program documentation, restricted-data product pages, and ITAR-controlled material stay out of the prompt set. The measurement target is the public posture — how buyers, primes, and supply-chain agents find your company before the procurement conversation starts.
How long until citation rate moves for aerospace queries?
Faster than most expect. Perplexity moves daily-to-weekly. Gemini AI Overviews move within 2–4 weeks of new authoritative content. ChatGPT depends on whether the query routes to SearchGPT (live) or training (slower). The first measurable lift typically lands at week 4–6 of an engagement.
What clients has Bttr. shipped aerospace work for?
GE Aerospace is the anchor engagement — Flight Deck design system, Flight Deck OS, and continuing 2026 work. The aerospace pillar content in this field guide is built from the patterns that work in those engagements.
Next steps
Live benchmark
The Bttr. Citation Index
See current citation rates across all four engines, with full methodology and prompt set published.
View the index →
Engagement
AI Search Visibility
Full audit, pillar content, schema, and engine-specific moves — scoped for aerospace buyers and constraints.
Read the capability →
Single measurement
Baseline measurement
Run the prompt set against your brand once. Full readout across all four engines plus comparison to category bands.
Request a baseline →
Bttr. Field Brief
Get the next Aerospace brief in your inbox.
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