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.

964,261
Brands Scored
4.6/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 964,261 Tech & SaaS Brands

AI-Ready8-10
<1%
5,219
Getting There6-7
18%
176,352
Needs Work4-5
69%
660,753
Not Discoverable0-3
13%
121,937

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

964,261 brands scored - page 8872 of 9,643

M

MSNoise

3/10
L

Linked Data Review + Documentation

3/10
M

Mushpup

3/10
M

MyBunnyhug—About

3/10
H

Home

3/10
N

Nagare documentation — Nagare framework

3/10
A

Architecture Model

3/10
H

Home

3/10
N

Nasqueron

3/10

プチコンまとめArchive トップページ

3/10
H

Home page of Todd Klein, award winning comic book letterer

3/10
A

Ahmet Yasin Uslu · Ahmet Yasin Uslu

3/10
F

Federate

3/10
N

NeuroLibre

3/10
N

Niedoida

3/10

仁平 / Nihey Takizawa

3/10
T

The Nipy blog

3/10
N

NimYAML

3/10
N

NUR update endpoint

3/10
N

next

3/10
N

noBackend Invoice

3/10
A

andy.ws

3/10
J

Jobs

3/10
N

NXtel

3/10
O

ObsPy

3/10
G

Gallery — ObsPy 1.5.0 documentation

3/10
H

Home

3/10
I

imapfw community's website

3/10
D

Download Arena

3/10
C

CoTeDe: Quality Control of Oceanographic Data — CoTeDe 0.23.9 documentation

3/10
O

Open Data Cube Query plugin — Python documentation

3/10
I

Introduction — Crud JsonApi

3/10
D

Dataduct — dataduct 0.3.0 documentation

3/10
C

Criterion — Criterion 2.4.2

3/10
W

Welcome to DDT’s documentation! — DDT 1.5.0 documentation

3/10
W

Welcome to detectron2’s documentation! — detectron2 0.6 documentation

3/10
R

REDHAWKHome :: REDHAWK

3/10
A

Api

3/10
R

RLCard: A Toolkit for Reinforcement Learning in Card Games — RLcard 0.0.1 documentation

3/10
G

gendesk

3/10
C

Climb Utah

3/10
O

Oz Unconference 2019

3/10
W

Welcome to django

3/10
E

Entity

3/10
O

Ouimeaux: Open Source WeMo Control — ouimeaux 0.7.2 documentation

3/10
W

Welcome to Dogeon’s documentation! — Dogeon 1.0.0 documentation

3/10
O

Overview — ps_alchemy documentation

3/10
P

Pipeline Documentation — Pipeline 0.0.4 documentation

3/10
W

Welcome to Paris’s documentation! — Paris documentation

3/10
W

Welcome to Shonku’s documentation! — Shonku 0.1 documentation

3/10
P

ps_tree — ps_tree documentation

3/10
R

RISC

3/10
K

Kenta Saito (Sagittarius Systems)

3/10
S

Salvius Robot

3/10
S

scancore.org

3/10
S

Scan2CAD

3/10
S

Shadowburn Project

3/10
S

shirls.org

3/10
A

Andrius Aucinas

3/10
B

Blog

3/10
S

Smithproxy homepage

3/10
S

SnailyCAD Documentation

3/10
S

Snowblossom Wiki

3/10
S

SoMainline

3/10
S

Sparql Micro Services

3/10
S

SPICA Force Field

3/10
S

spreadspace

3/10
S

Superconducting Quantum Circuits in Python — SQcircuit 0.0.1 documentation

3/10
T

Technitium DNS Server

3/10
T

Twinbase

3/10
I

InMoov

3/10
U

uarray — uarray 0.8.2+16.g13bf041 documentation

3/10
A

addicted to UNIX

3/10
V

Veams

3/10
V

Video cut

3/10
C

Counter

3/10
V

ViennaR

3/10
V

Virtual Photonics Technology Initiative

3/10
V

Virtual Photonics Technology Initiative

3/10
V

VoteTorrent

3/10
W

Wagtail Localize

3/10
/

/

3/10
G

GitLab

3/10
G

GitHub

3/10
Y

YouTube

3/10
W

waqas bhatti

3/10
W

webgl

3/10
Z

ZINC

3/10
W

Wizzit

3/10
W

Workhorsy

3/10
S

Specbolt

3/10

狗子窝

3/10
R

Redirecting…

3/10
E

EGE 官方社区

3/10
T

Tim Printy's Web Site

3/10
Z

ZetScript Programming Language

3/10
P

Phyllosphere Microbial Ecology @ KU

3/10
U

uInfo

3/10
V

Video Roulette

3/10
Z

zfsnap

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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