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.

739,942
Brands Scored
4.6/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 739,942 Tech & SaaS Brands

AI-Ready8-10
<1%
4,255
Getting There6-7
18%
132,469
Needs Work4-5
68%
505,018
Not Discoverable0-3
13%
98,200

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

739,942 brands scored - page 6709 of 7,400

M

Melt UI

3/10
S

Spout

3/10
4

42's API documentation

3/10
R

Redirecting...

3/10
V

Vpm

3/10
T

The Emacsmirror!

3/10
A

Amon2

3/10
A

AudioStellar

3/10
T

Tokage IT Lab.

3/10
J

jamonserrano.github.io

3/10
U

UnderCoding

3/10
W

With Unz

3/10
A

abcang.net

3/10
H

Home

3/10
C

Chibifire.com (Pronounced as chee

3/10
W

websh

3/10
8

80x24

3/10
V

Variable order linear

3/10

量子情報情報量子情報情報について :: 量子情報情報

3/10
A

andys8

3/10
R

React Native Firebase

3/10
A

Alex Harris Web Development

3/10
H

Hutool

3/10
L

Lyon Tech Hub

3/10
S

SignBank Site: SignWriting Software for Writing Sign Languages

3/10
D

Daniel D. Johnson

3/10
O

Octopub

3/10
B

BlinkenArea Wiki

3/10
O

OpenMPT Source Code

3/10
O

OCTGN

3/10
H

Hughjonesd

3/10
F

Fedora Infrastructure Status

3/10
H

Home Page

3/10
C

Code at downthemall.org

3/10
L

Louis

3/10
L

Librumreader

3/10
S

Startseite

3/10
D

Design Haven

3/10
R

Robin Cramer

3/10
S

SoundConverter

3/10
L

libMesh

3/10
C

Computational Neural DNA Dynamics Lab

3/10
A

AlignmentViewer

3/10
J

JupyterHub

3/10
M

Movecraft

3/10
E

Edu

3/10
K

Kyle Corry

3/10
N

NestJS 中文文档

3/10
R

RocketGit

3/10
T

Terradue

3/10
T

Tsugi

3/10
D

Developer Portal

3/10
O

OpenSSI

3/10
W

Willkommen

3/10
K

Kommunikationsdesign

3/10
F

Florian Lonsing

3/10
K

koute.github.io

3/10
F

fullmoon: local intelligence

3/10
W

Win

3/10
S

Sliptree.github.io by Sliptree

3/10
M

Maker.js

3/10
S

SFZ Instruments

3/10
A

Alex W.'s Blog

3/10
E

EVOLVED

3/10
P

PatternAgents: PatternAgents

3/10
K

koumoul-dev.github.io

3/10
P

Platform.sh

3/10
L

LRI

3/10
L

Loading...

3/10
C

Computational Language Understanding (CLU) Lab at the University of Arizona

3/10
N

Noun Project API — Noun Project 1.0 documentation

3/10
E

ENERKO INFORMATIK

3/10
S

Sitemagic CMS

3/10
J

Jason Pacheco

3/10
O

Open Source at MaibornWolff GmbH

3/10
C

Cyber Explorer

3/10
K

kornelix.net index

3/10
H

Homegear

3/10
W

Welcome to UBG365

3/10
A

Allchemy

3/10
P

Piccolo, the tiny CNC

3/10
R

ravenblack.net : RavenBlack's Perch

3/10
L

LIFX Cloud

3/10
G

Gogs

3/10
E

Ernährungsberatung Melanie Lindner B.Sc.

3/10
W

Welcome to Asm Editor

3/10
B

beautify thy api

3/10
C

Chris Pearce

3/10
A

Austin Eng

3/10
I

Itisatracker

3/10
T

Trackertest

3/10
C

ComfyUI Nodes Info

3/10
C

Carechain.io

3/10
L

Loïc Pujet

3/10
E

EmulatorJS

3/10
I

iTwin.js

3/10
R

rosco

3/10
P

PCSX

3/10
S

Sonic 3 A.I.R. (Angel Island Revisited)

3/10
L

lego.github.io

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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