AI Visibility Audit April 2026

Birdi

The collaborative geospatial platform for teams — but are AI tools recommending Birdi when buyers ask for drone data software?

🌎 birdi.io 📍 Sydney, Australia 🎯 Geospatial / Drone Data SaaS

"Saigon Digital transformed how Ski.com shows up online. Beyond rebuilding our platform, they helped us rethink our entire search and AI visibility strategy. We saw a significant uplift in organic traffic, our content started appearing in AI-generated travel recommendations, and the quality of inbound leads improved dramatically. They understand where digital discovery is heading and how to turn visibility into real commercial results." Harry Peisach · CEO, Ski.com · Verified Client

0 / 4

AI Platforms Citing You

DR 34

Domain Authority

199

Keywords Ranking

5 / 5

Competitors Winning AI Results

📊 Executive Summary

Where Birdi stands today in AI-powered discovery — and the gaps costing you enterprise pipeline in mining, construction, and utilities.

Aaron, Birdi has built a genuinely strong collaborative geospatial platform — used in 90+ countries, with AI feature detection, 2D/3D mapping, and real customer traction across mining, construction, utilities and government. But here's the problem: when site managers, surveyors and operations leads ask ChatGPT, Gemini or Perplexity "best drone data platform for mining" or "collaborative geospatial software for construction teams", the answers are DroneDeploy, Propeller, Pix4D and Esri Site Scan — every single time. Birdi is not appearing in any of the four high-intent buyer queries we tested. Your DR 34 vs DroneDeploy's DR 75 and Pix4D's DR 75 reflects the gap: competitors have invested years into comparison pages, "alternatives" content, third-party benchmarks and category pages that AI models reference directly. The product is competitive. The AI visibility is not.

🚨 Critical Visibility Gaps

Zero Comparison Content

DroneDeploy publishes "DroneDeploy vs Pix4D". Pix4D publishes "Pix4D vs DroneDeploy". Anvil Labs runs "Pix4D vs DroneDeploy" guides that AI tools cite directly. Birdi has no "Birdi vs DroneDeploy", no "Birdi vs Propeller", no "Best DroneDeploy alternatives" — the exact pages AI models scrape to build recommendation lists.

Missing From Industry "Best Of" Roundups

Birdi is absent from every major 2025/2026 "best drone mapping software" roundup we checked — DroneU, FlyEye, Dronedesk, Sphengineering, FlyPix, Gartner Peer Insights. These are the third-party sources ChatGPT, Gemini and Perplexity ingest to answer buyer questions. Competitors appear in 8+ roundups each. Birdi: zero.

No Category Ownership

Propeller owns "stockpile measurement". DroneDeploy owns "construction site mapping". Pix4D owns "photogrammetry accuracy". Esri owns "GIS-integrated drone mapping". Birdi's "collaborative geospatial platform" positioning is differentiated — but it isn't translating into a defensible AI-search category that buyers (or AI models) associate with you.

🤖 AI Platform Visibility

How Birdi appears across the four AI platforms enterprise drone-data buyers use to evaluate vendors.

💬

ChatGPT

Not Cited

ChatGPT defaults to DroneDeploy, Pix4D, Propeller and DJI Terra for any drone mapping or geospatial query. Birdi is not surfaced even when prompted for "alternatives" or "Australian" providers.

🌐

Google AIO

Not Appearing

Google's AI Overviews for all four tested buyer queries cite DroneDeploy, Propeller, Pix4D, Esri Site Scan and Botlink. Birdi.io is absent from every AIO snippet.

🔎

Perplexity

Not Cited

Perplexity's web-sourced answers consistently recommend DroneDeploy, Propeller and Pix4D for drone data and mining workflows. Birdi has no citations in any tested buyer query.

◆

Gemini

Not Cited

Gemini leans heavily on Esri, Google Earth Engine and DroneDeploy for geospatial queries. Birdi's lack of comparison and category content gives Gemini no signals to recommend you.

🔍 Real AI Query Results

We tested four high-intent buyer queries across AI platforms. Here is exactly who showed up — and whether Birdi was recommended.

Query Tested	Source	Companies Recommended	Birdi?
"best drone data platform for mining stockpile measurement"	Google AIO	Propeller, DroneDeploy, PrecisionHawk, DJI Terra, Botlink InSites	Absent
"best collaborative geospatial software for construction & drone teams"	Google AIO	DroneDeploy, FLYGHT Cloud, Propeller Aero, Pix4D, Trimble Stratus	Absent
"drone mapping software with AI feature detection for construction"	Google AIO	DroneDeploy, OpenSpace Air, Esri ArcGIS Reality, Hammer Missions, Exyn	Absent
"best platform to share drone maps with clients collaboratively"	Google AIO	DroneDeploy, Propeller Aero, GIS Cloud, Esri SiteScan, Pix4D	Absent

Key Finding: Birdi appeared in zero of four high-intent buyer queries. Even more concerning — query #3 ("AI feature detection") is a core Birdi capability, yet OpenSpace, Hammer Missions and Exyn are recommended instead. Query #4 ("share drone maps collaboratively") is literally Birdi's homepage tagline — yet GIS Cloud and DroneDeploy own that conversation. The product fits the buyer intent perfectly. The AI visibility doesn't exist.

⚔ Competitor AI Visibility

How Birdi compares to five direct competitors across domain authority and AI platform citations.

Company	DR	ChatGPT	Google AIO	Perplexity	Why They Win
🎯 Birdi	34	Not Cited	Not Appearing	Not Cited	Strong product, real customers — but no comparison content, no "best of" inclusions, no category-defining pages
DroneDeploy	75	Cited	Appearing	Cited	Massive content library; "vs" pages for every competitor; appears in every major industry roundup; developer ecosystem
Pix4D	75	Cited	Appearing	Cited	Owns "photogrammetry accuracy"; published comparison pages vs DroneDeploy; deep academic and survey citations
Propeller Aero	—	Cited	Appearing	Cited	Owns "stockpile measurement" and "earthworks"; ±1% accuracy positioning; integrated hardware story
Esri Site Scan	91	Cited	Appearing	Cited	Hyperscaler-level brand authority; ArcGIS ecosystem lock-in; government & enterprise default
Botlink / Hammer Missions	—	Partial	Appearing	Partial	Niche category ownership (Botlink = stockpiles; Hammer = inspections) — translates into specific AI citations

Insight: The DR gap is real (34 vs 75+) — but it isn't the whole story. Botlink and Hammer Missions both rank in AI results despite no public DR figures, because they own a specific category and appear in third-party roundups. The opportunity for Birdi: stop competing on raw authority and start owning a defensible niche (collaborative multi-team drone workflows, or AI-powered site monitoring) with the comparison and "best of" content AI tools cite.

⚡ Quick Wins — 90-Day Roadmap

Three high-impact actions to put Birdi onto the AI shortlist for mining, construction and utilities buyers.

Launch a "Birdi vs" & Alternatives Content Hub

Build dedicated, factual comparison pages: "Birdi vs DroneDeploy", "Birdi vs Propeller", "Birdi vs Pix4D", and "Best DroneDeploy alternatives 2026". Include real feature matrices, pricing transparency, and use-case fit. This is the single highest-leverage move — it's literally how DroneDeploy and Pix4D get cited by ChatGPT.

▲ High Impact🕑 2–4 Weeks

Own "Collaborative Drone Workflows" as a Category

Birdi's real differentiator is multi-team, multi-stakeholder collaboration on the same map. Build a dedicated category landing page, publish 3 case studies (mining, utilities, construction), and pitch industry trade publications (Mining Magazine, Construction Tech Review, Geospatial World) for earned coverage. Make "collaborative geospatial platform" a phrase AI models associate with Birdi by name.

▲ High Impact🕑 4–6 Weeks

Get Listed In Every Industry Roundup

Outreach to the 10 "best drone mapping software 2026" articles already ranking — DroneU, FlyEye, Dronedesk, Sphengineering, FlyPix, Datumate, DSLRPros, ZipDo, Gartner Peer Insights, SourceForge. Most accept submissions or vendor pitches. Combined with G2 and Capterra optimisation, this creates the third-party citation footprint AI models weight most heavily.

▲ Medium-High Impact🕑 3–5 Weeks

Ready to Put Birdi on the AI Shortlist?

Birdi has the product to win deals in mining, construction and utilities. The missing piece is an AI visibility strategy that ensures every buyer query surfaces you alongside DroneDeploy and Propeller. Let's close that gap in 90 days.

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