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.

973,623
Brands Scored
4.6/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 973,623 Tech & SaaS Brands

AI-Ready8-10
<1%
5,253
Getting There6-7
18%
178,026
Needs Work4-5
69%
667,417
Not Discoverable0-3
13%
122,927

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

973,623 brands scored - page 8897 of 9,737

K

Kevin Rue

3/10
K

Knicknic

3/10
K

KWARC Open Source

3/10
L

LaReL 2020

3/10
L

Lectem's github

3/10
N

NeurIPS 2024 LLM Privacy Challenge

3/10
L

LLM

3/10
L

LOLAPPS

3/10
T

The Large Time

3/10
T

The manakai project

3/10
M

Marcello Sega's GitHub Pages by Marcello

3/10
T

The Collection

3/10
M

Mongoid | Mongoid is the officially supported ODM (Object-Document-Mapper) framework for MongoDB in Ruby.

3/10
N

Neil Lindquist

3/10
N

ngrx.github.io

3/10
N

NNStreamer

3/10
N

Nokia Open Source Software

3/10
R

Redirecting…

3/10
O

OCurrent

3/10
O

Open AI Tx

3/10
O

OSVVM Table Of Contents — OSVVM Documentation 2022.03 documentation

3/10
P

photino.github.io

3/10
R

Redirect Notice

3/10
P

ps2dev

3/10
B

blog of purplebamboo

3/10
Q

Qianyi Wu

3/10
P

Python World

3/10
R

Repo Analytics

3/10
M

Mazhar Hussain

3/10
R

rhaeguard's blog

3/10
T

The Great Rift Valley Software Company

3/10
I

index.knit

3/10
R

romainl.github.io

3/10
R

Ryota Murakami

3/10
S

salif.github.io

3/10
S

Sangdoo Yun

3/10
S

sandboxie-plus.github.io

3/10
S

siddharth

3/10
S

Sheridan Feucht

3/10
A

Artem Sevastopolsky

3/10
S

Sagar Vaze

3/10
S

smtrat.github.io

3/10
S

Sriram Somasundaram

3/10
S

Stefan Stojanov

3/10
T

Things4U

3/10
T

Tsing Jyujing Github IO

3/10
T

TurkuNLP

3/10
T

the @unitedstates project

3/10
U

Uw Madison Aci

3/10
K

Krzysztof Wende

3/10
W

Workiva Open Source

3/10
X

Xiatian Zhu

3/10
X

Xiaoming Zhao

3/10
X

Xin Yang's Homepage跳转链接

3/10
T

This is the title

3/10
Y

Yale Student Developer and Mentorship Program · Yale Student Developers gitlab

3/10
Y

Yangguang Li

3/10
Y

Yair's website

3/10
Z

Zhangmeishan

3/10
Z

zsqk.github.io

3/10
D

Docs

3/10
G

Go Lift

3/10
G

gustav

3/10
H

hems.io :: welcome

3/10
I

Index

3/10
I

INFINILOOP

3/10
I

Ishaan Gulrajani

3/10
I

itch.io

3/10
I

itch.io

3/10
D

Dashboard

3/10
K

Kendraio App

3/10
L

LiveKit Meet

3/10
O

Open Source CMS Suite for Magento 2

3/10
M

mmorejon

3/10
S

Static

3/10
J

Join the Moov Community Slack

3/10
M

Mojaloop Documentation

3/10
M

mxxn

3/10
W

Welcome to AxonDeepSeg ! — AxonDeepSeg 5.5.0 documentation

3/10
C

ChainerMN — ChainerMN latest documentation

3/10
W

Welcome to certbot

3/10
W

Welcome to certbot

3/10
D

DCS

3/10
F

Fulcrum Protocol — Electrum Cash Protocol Fulcrum Protocol Reference 1.6.0 documentation

3/10
E

EH Forwarder Bot — EH Forwarder Bot 2.1.1 documentation

3/10
C

Contents — django

3/10
D

dotenv

3/10
W

Welcome to FORD’s documentation! — FORD 7.0.13 documentation

3/10
H

Home

3/10
I

INDRA documentation — INDRA 1.22.0 documentation

3/10
W

Welcome to Kubernetes Operational View’s documentation! — Kubernetes Operational View 0.1 documentation

3/10
W

Welcome to marvin’s documentation! — marvin 0.2.3 documentation

3/10
W

Welcome to MMSegmentation’s documentation! — MMSegmentation 1.2.2 documentation

3/10
W

Welcome to MUSCLE3’s documentation! — muscle3 0.9.1 documentation

3/10
W

Welcome to MMagic’s documentation! — MMagic documentation

3/10
W

Welcome to libCEED’s User Manual! — libCEED 0.12.0 documentation

3/10
W

Welcome to numpy

3/10
N

NequIP documentationContentsMenuExpandLight modeDark modeAuto light/dark, in light modeAuto light/dark, in dark mode

3/10
N

Noisemaker 1.0 documentationContentsMenuExpandLight modeDark modeAuto light/dark, in light modeAuto light/dark, in dark mode

3/10
T

The OmniDB Handbook — OmniDB 2.15.0 documentation

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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