AI Scores / Tech & SaaS

Tech & SaaS AI Scores
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AI Visibility Scores for Tech and SaaS Brands

B2B buyers ask AI engines for software recommendations every day. The SaaS brands that show up have schema markup, entity clarity, and AI-accessible documentation. See how tech companies score on AI visibility.

1,012,223
Brands Scored
4.6/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 1,012,223 Tech & SaaS Brands

AI-Ready8-10
<1%
5,446
Getting There6-7
18%
184,537
Needs Work4-5
69%
695,217
Not Discoverable0-3
13%
127,023

Only <1% of tech & saas brands are AI-ready.

The other >99% are being skipped by ChatGPT, Perplexity, and Google AI Mode.

Score your brand free

1,012,223 brands scored - page 9085 of 10,123

S

St. Clair Software

3/10
C

Client Challenge

3/10
V

Veusz

3/10
L

Live Fast Tattoo Convention

3/10
U

UC Berkeley Robot Learning Lab: Home

3/10
C

Client Challenge

3/10
A

Akademie-Cloud

3/10
S

Software Documentation

3/10
C

Client Challenge

3/10
W

Welcome to DeepSpeech’s documentation! — Mozilla DeepSpeech 0.9.3 documentation

3/10
B

Bill Mill

3/10
C

Current Events

3/10
T

TOCAT10

3/10
L

LaborWiki

3/10
E

Elizabeth S. Allman

3/10
M

MAMEM

3/10
S

Scientific and Statistical Database Management Conference

3/10
T

Temoa ProjectTemoa: Tools for Energy Model Optimization and Analysis

3/10
L

Lightbend Tech Hub

3/10
R

Robinsons Movieworld

3/10
M

MPI Sintel Dataset

3/10
E

Energypolicy

3/10
A

Applied Quantum Algorithms

3/10
M

Maputnik

3/10
F

froxlor Server Management Panel

3/10
H

Hoplix.shop Print on demand

3/10
W

Welcome to pdfminer.six’s documentation! — pdfminer.six 20260108.dev6+ga18de2a9c documentation

3/10
C

Client Challenge

3/10
P

Poddery

3/10
D

Drone CI / CD

3/10
C

CLEO Library

3/10
R

Ryan Bigg

3/10
A

Algorithmic Design Group

3/10
T

Total.js Platform

3/10
V

VirES for Swarm

3/10
R

Ruby Language Documentation

3/10
A

almond · A Scala kernel for Jupyter

3/10
Y

YOW! Australia

3/10
C

CalculiX: A Three

3/10
W

WebAuthn Demo

3/10
W

Wenhan Yang

3/10
V

Video

3/10
R

Romain Loiseau

3/10
Q

QGIS API Documentation: QGIS

3/10
P

Platform

3/10
绿

绿盟科技技术博客

3/10
W

Welcome

3/10
J

Jeff Donahue

3/10
A

API Documentation

3/10
S

South

3/10
M

MELD

3/10
M

Mandatly Product Help

3/10
G

Going to latest docs

3/10
A

Apache JSPWiki

3/10
T

The Smith Lab

3/10
D

Docs

3/10
R

Robert Goddard Papers Database provided by Microsearch Corporation www.microsearch.net

3/10
W

Website

3/10
I

Imgur API

3/10
L

List Index

3/10
D

DementiaBank

3/10
M

Matt Tytel

3/10
A

Apache Kyuubi

3/10
C

Client Challenge

3/10
S

Steven M. LaValle

3/10
N

Nitoyon

3/10
G

Geometry Labs United

3/10
M

mtdowling

3/10
B

Barbara Roessle

3/10
P

Peter Wonka Homepage

3/10
S

SmartDairy

3/10
A

Atmospheric Toolbox

3/10
L

Leah Neukirchen

3/10
C

CALCULIX: A Three

3/10
G

Gogs

3/10
W

Welcome to PySwarms’s documentation! — PySwarms 1.3.0 documentation

3/10
A

Athens

3/10
C

climaplus

3/10
T

The Profile Club Member Login

3/10
A

About Me

3/10
W

Welcome

3/10
L

Location Building Blocks

3/10
L

Login Error

3/10
N

NuGrid

3/10
R

Redirecting…

3/10
C

Client Challenge

3/10
K

Kentonv

3/10
N

Neper: Polycrystal Generation and Meshing — Neper 4.10.1 documentation

3/10
D

Developer

3/10
A

ADMET

3/10
T

The Thetis project — Thetis 2025.10.1+1.gf513865b documentation

3/10
A

Acceso

3/10
S

SUN3D Database

3/10
J

Jellyfin Forum

3/10
A

Anomaly Detection Toolkit (ADTK) — ADTK 0.6.2 documentation

3/10
G

GitHub

3/10
I

IfcOpenShell

3/10

ソフトウェアエンジニアリングシンポジウム2026

3/10
S

SARPROZ ©

3/10
L

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3/10
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Score your tech & saas brand free

Want to improve your AI visibility score?

Read: AEO guide for Tech & SaaS brands →

What an AEO score of 4.6/10 means for tech & saas brands

The average Tech & SaaS brand we've scored sits at 4.6/10. That means roughly <1% are positioned to be cited by ChatGPT, Claude, and Perplexity, while the remaining >99% are at risk of being skipped when AI engines answer customer questions.

Common AEO issues in tech & saas

  • Missing Organization JSON-LD with sameAs links to social profiles
  • No llms.txt file declaring the brand to AI crawlers
  • FAQ content rendered without FAQPage schema, so AI engines cannot extract it
  • robots.txt or Cloudflare WAF blocking GPTBot, ClaudeBot, or PerplexityBot
  • Thin About pages with no founder/team Person schema

How to improve your tech & saas AEO score

Run a free AEO score for your site and see exactly which signals are missing. The audit takes under a minute and the fix list ships as a one-click JSON-LD + llms.txt + robots.txt patch you can paste into any platform.

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