Thunderdome B2B SaaS AI Visibility Index

← Architecture & Engineering (AEC) ranking

Brand report · September 2026

Monograph Monograph: AI Visibility Report

monograph.com ↗

When buyers ask ChatGPT, Claude, and Gemini about architecture & engineering (aec), Monograph ranks #2 of 15, a Visibility Score of 44 in Architecture & Engineering (AEC) .

These rankings are measured from what the three models know from training, not a live web search. The live-web grounded surface is rolling out across the index. Methodology.

How AI sees Monograph

Strong AEC contender, but the top spot stays out of reach.

Where it wins. Monograph lands rank 2 of 15 in Architecture and Engineering, appearing in 56% of relevant AI recommendations. That mention rate signals real category recognition among the three major models.

Where it loses. A 15% first-pick rate means AI buyers hear the name but reach for something else first. The complete absence from enterprise-focused prompts also signals a ceiling on deal size perception.

AI-generated analysis of the September 2026 measurements.

Architecture & Engineering (AEC) · #2 of 15

44 / 100 flat vs last month
56%
mention rate (72 answers)
3
avg. position
15%
first pick
8%
share of voice
48.3Aug 2026Aug 2026: 48.344.3Sep 2026Sep 2026: 44.3
ChatGPT
38
Claude
31
Gemini
63

One of the index's bigger model splits: see where the models disagree →

How the models portray Monograph

Being named is not the same as being recommended. Each mention is graded endorsed (a strong pick), listed (a neutral option), or caveated (named with a reservation).

70% 15% 15%
endorsed · 95% band 55–82% listed caveated graded across 40 mentions in Architecture & Engineering (AEC) answers
Prompt themes Monograph would want to own

Share of each theme's answers that mention Monograph. Hover a row for the exact prompt. Compare shapes on the head-to-head page.

Top tools in 2026
9/9 · #1×1
Use-case fit
7/9 · #1×3
Feature-led ask
7/9 · #1×2
Best overall
6/9 · #1×4
Startup & small team
4/9 · #1×1

Gaps Enterprise pick

Most co-mentioned competitors

Share of Monograph's mentions where the AI models name this brand in the same answer. That is the real competitive set in the AI channel.

BQE CORE
88%
Deltek Vantagepoint
65%
Deltek Ajera
35%
Newforma
35%
monday.com
30%
Asana
25%

Head-to-head: Monograph vs BQE CORE · Monograph vs Deltek Vantagepoint

Scores are measured from real AI answers, refreshed monthly. Methodology.

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