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.

3,620,687
Brands Scored
4.7/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 3,620,687 Tech & SaaS Brands

AI-Ready8-10
<1%
16,147
Getting There6-7
25%
901,682
Needs Work4-5
60%
2,184,364
Not Discoverable0-3
14%
518,494

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

3,620,687 brands scored - page 31338 of 36,207

R

Ranulf Doswell

3/10
S

SLANG Lab at UMass

3/10
S

Source

3/10
H

Home

3/10
P

Projects

3/10
I

Index of /

3/10
T

tlverse

3/10
K

Kubespray

3/10
C

ClioPatria: the SWI

3/10
O

Outside Knowledge Visual Question Answering

3/10
P

PyVCF

3/10
M

MoSDeF

3/10
P

PHOTONAI

3/10
U

Usage Example β€” arboreto 0.1.5 documentation

3/10
T

The Art of HPC

3/10
N

Neuroimaging in Python

3/10
G

ggplot2: Elegant Graphics for Data Analysis (3e)

3/10
B

Blog Holberton School

3/10
Q

QuickBlox Dashboard

3/10
C

Conftest

3/10
S

Sentinelsat β€” Sentinelsat 1.2.1 documentation

3/10
B

Brotli

3/10
F

Fork - a fast and friendly git client for Mac and Windows

3/10
U

Undertow

3/10
H

Home

3/10
C

Citelighter

3/10
M

mehan.info

3/10
G

GetDist β€” GetDist 1.7.7 documentation

3/10
I

Introduction

3/10
C

Comm

3/10
T

theiff

3/10
C

CENSUS

3/10
I

IEEE CLOUD 2024

3/10
J

Jonathan Feinberg

3/10
I

Isabel Valera

3/10
H

Hey, I'm imgproxy!

3/10
K

kvCORE Platform Login

3/10
G

gearman [Gearman Job Server]

3/10
V

VirtualTraining

3/10
F

Flag Counter

3/10
S

Sheng

3/10
B

Best open source help desk: Zendesk & Help Scout alternative

3/10
T

Tooled Up Raccoons

3/10
C

Cosmetic Ingredient Review |

3/10
N

nikonhacker.com β€” Domain welcome page for

3/10
S

S1SEVEN β€” Material Conformity on Autopilot

3/10
H

Home

3/10
1

105.9 Seaside FM

3/10
T

Thomas Broyer

3/10
T

TiDB Cloud

3/10
S

Slack + GitHub

3/10
J

Janus WebRTC Server (multistream): About Janus

3/10
M

MARATONELLA CAMPALTO VENEZIA

3/10
2

2FatDads

3/10
O

Open Source at Bloomberg

3/10
W

Welcome

3/10
R

Robert M. Lee

3/10
E

Ecophys Jobs

3/10
A

Appium Discuss

3/10
G

Gospel Outreach Ministries Online

3/10
L

LabStreamingLayer’s Documentation β€” Labstreaminglayer 1.13 documentation

3/10
M

Mozilla Services Repositories by mozilla

3/10
R

Redirecting…

3/10
G

GNPS2

3/10
F

Faye: Simple pub/sub messaging for the web

3/10
H

Hasura Cloud

3/10
T

The Enzo Project

3/10
L

Longhorn

3/10
S

Sandbox β€” A global community of eclectic leaders shaping a more humane future.

3/10
M

Maintainer Community

3/10
D

David H Bailey

3/10
A

Asio C++ Library

3/10
A

Aeracode

3/10
S

Smartsheet

3/10
J

jub0bs.com

3/10
H

Home

3/10
G

go

3/10
M

Mini Tokyo 3D

3/10
P

Pulumi Cloud

3/10
F

FUND Model

3/10
P

Prismtech

3/10
S

SambaNova Developer Community

3/10
S

saramostafavi.github.io

3/10
L

Lukas M. Weber

3/10
D

Daniel CebriΓ‘n Robles

3/10
H

HomeLab

3/10
G

GlitchTip

3/10
M

Murray State University's RacerNet

3/10
D

DataZone

3/10
J

Jeffrey La Favre Family Home Page

3/10
C

Cirrus CI

3/10
E

EAI MobiQuitous 2026

3/10
W

Winslet

3/10
B

BIP

3/10
M

Max Bernstein

3/10
U

Unity

3/10
O

Orfeo ToolBox

3/10
Z

ZwiftPower

3/10
U

UK Labour Law

3/10
O

Oscar Commerce

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 β†’

What an AEO score of 4.7/10 means for tech & saas brands

The average Tech & SaaS brand we've scored sits at 4.7/10. 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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