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Autumn AI
Autumn AI
Visibility14
Vibe71
Businesses/Software/Autumn AI
Autumn AI
AI Visibility & Sentiment

Autumn AI

Autumn AI is a Y Combinator-backed startup building the first real-time signal intelligence platform for go-to-market teams. They monitor social posts, code commits, blogs, and announcements to surface buying signals the moment they appear, helping sales teams identify and engage prospects at the perfect time.

Active Monitoring
autumnai.com
SoftwareYC25-26
AI Visibility Score
14/100

Invisible

Sentiment Score
71/100
Score by Priority

How often this business is recommended to users across different types of conversations — from direct product queries to broader open-ended conversations where AI could recommend this company's products and services

core
14
adjacent
0
aspirational
0
OverviewLandscapeInsights & ActionsConversationsCitationsBrand Voice

Is this your business?

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe Autumn AI today.

Autumn AI is currently a ghost in the machines for the very buyers it serves, failing to appear in 100% of real-time buying signal and workflow optimization queries. While the brand maintains a pristine reputation in direct brand searches, its near-total absence in the competitive sales intelligence landscape allows incumbents like 6sense and ZoomInfo to capture the entire intent-driven market.

Working in your favor

Achieved a top-10 ranking (position #8) on Claude for 'best reviewed buying signal monitoring platforms for 2026', showing early traction in category evaluation.

Maintains a perfect #1 position across all platforms for direct 'brand vibe check' queries, ensuring that users who know the brand find accurate information.

Positive sentiment across Claude, Gemini, and AI Overviews indicates that when the brand is mentioned, the context is favorable.

Gaps to close

Total invisibility for key personas including the Efficiency-Focused RevOps Director and the High-Velocity SDR Team Lead.

Zero mention rate on Gemini and AI Overviews for all discovery-based queries, effectively ceding the Google search ecosystem to competitors.

Consistent failure to appear in queries regarding 'Real-time Buying Signal Discovery', which is a core product value proposition.

Opportunities

Displace 'enterprise-heavy' incumbents like 6sense and ZoomInfo by targeting specific niche queries where their broad solutions may feel too complex for smaller B2B teams.

Leverage Claude's receptivity to Autumn AI's data to build out deeper comparative content that positions the brand against Demandbase and Clearbit.

Capture the 'intent-filtered feed' query space where the brand recently broke through on ChatGPT at position #14.

Highest-Impact Actions
1

Produce and optimize documentation focused specifically on 'intent-filtered feeds' and 'real-time buying signals' for SDR workflows.

Autumn AI currently has 0% visibility for SDR Lead personas; targeted content is needed to break into these specific LLM training sets.

2

Implement a technical SEO strategy focused on Google AI Overviews and Gemini to break the 0% mention rate barrier.

Gemini and AI Overviews represent a massive discovery gap where competitors like 6sense are currently dominating with 27+ mentions.

3

Create 'Autumn AI vs. [Competitor]' comparison guides specifically for 6sense and Demandbase.

AI models often rely on comparison data to categorize smaller players; appearing alongside top-tier competitors will improve category association.

Value Proposition

Real-time buying signal detection that monitors prospects across multiple channels and delivers a condensed, intent-filtered feed so GTM teams can engage at the perfect moment.

Overview

Autumn AI is a Y Combinator-backed startup building the first real-time signal intelligence platform for go-to-market teams. They monitor social posts, code commits, blogs, and announcements to surface buying signals the moment they appear, helping sales teams identify and engage prospects at the perfect time.

Mission

To help GTM teams identify and act on buying signals at the moment they appear, enabling more timely and relevant prospect engagement.

Products & Services
Real-time signal intelligence platformBuying signal monitoring and detectionICP-based prospect trackingIntent-filtered feed deliveryMulti-channel monitoring (posts, commits, blogs, announcements)
Current State

Visibility Landscape

A high-level view of how Autumn AI performs across AI platforms, broken down by strategic priority level — from core brand queries to growth opportunities.

ChatGPTChatGPT
ClaudeClaude
GeminiGemini
AI OverviewsAI Overviews

Reputation1q

Brand recognition & direct queries

97
97
97
97
“What do you know about Autumn AI? What do they do and what's their reputation?”
#1
#1
#1
#1

Core2q

Product/service category queries

70
41
0
0
“best reviewed buying signal monitoring platforms for 2026”
#22
#8
No
No
“is there a tool that gives me an intent-filtered feed of my target accounts”
#14
No
No
No

Growth Areas3q

Adjacent, aspirational & visionary

0
0
0
0
“best way to find sales leads based on what they're posting on social media or github”
No
No
No
No
“help me build a tech stack for a small b2b team that needs to act fast on buying signals”
No
No
No
No
“how to track when a target company releases a new blog post or announcement automatically”
No
No
No
No
ChatGPT
Claude
Gemini
AI Overviews

“What do you know about Autumn AI? What do they do and what's their reputation?”

ChatGPT#1
Claude#1
Gemini#1
AI Overviews#1

“best reviewed buying signal monitoring platforms for 2026”

ChatGPT#22
Claude#8
GeminiNo
AI OverviewsNo

“is there a tool that gives me an intent-filtered feed of my target accounts”

ChatGPT#14
ClaudeNo
GeminiNo
AI OverviewsNo

“best way to find sales leads based on what they're posting on social media or github”

ChatGPTNo
ClaudeNo
GeminiNo
AI OverviewsNo

“help me build a tech stack for a small b2b team that needs to act fast on buying signals”

ChatGPTNo
ClaudeNo
GeminiNo
AI OverviewsNo

“how to track when a target company releases a new blog post or announcement automatically”

ChatGPTNo
ClaudeNo
GeminiNo
AI OverviewsNo
Competitive Landscape
1
6sense
27 mentions
2
ZoomInfo
23 mentions
3
Demandbase
21 mentions
4
Salesforce
16 mentions
5
Slack
16 mentions
6
Outreach
15 mentions
7
Bombora
13 mentions
8
Clearbit
13 mentions
9
HubSpot
12 mentions
10
Zapier
11 mentions
11
Autumn AI
3 mentions
Analysis

Insights & Recommended Actions

What's working, what's not, and specific steps to improve Autumn AI's AI visibility.

Key Findings

Strength

Achieved a top-10 ranking (position #8) on Claude for 'best reviewed buying signal monitoring platforms for 2026', showing early traction in category evaluation.

Strength

Maintains a perfect #1 position across all platforms for direct 'brand vibe check' queries, ensuring that users who know the brand find accurate information.

Strength

Positive sentiment across Claude, Gemini, and AI Overviews indicates that when the brand is mentioned, the context is favorable.

Recommended Actions

1

Produce and optimize documentation focused specifically on 'intent-filtered feeds' and 'real-time buying signals' for SDR workflows.

Autumn AI currently has 0% visibility for SDR Lead personas; targeted content is needed to break into these specific LLM training sets.

2

Implement a technical SEO strategy focused on Google AI Overviews and Gemini to break the 0% mention rate barrier.

Gemini and AI Overviews represent a massive discovery gap where competitors like 6sense are currently dominating with 27+ mentions.

3

Create 'Autumn AI vs. [Competitor]' comparison guides specifically for 6sense and Demandbase.

AI models often rely on comparison data to categorize smaller players; appearing alongside top-tier competitors will improve category association.

Programmatic Testing

Sample Conversations

We programmatically analyze questions that real customers are asking to AI agents and chatbots, extract brand mentions and sentiment, analyze every response, and synthesize the data into an action plan to increase AI visibility.

ChatGPTChatGPTClaudeClaudeGeminiGeminiAI OverviewsAI Overviews
Real Time Buying Signal Discovery(3 queries)

“best way to find sales leads based on what they're posting on social media or github”

0/4 platforms mentioned

Adjacent
ChatGPTChatGPT
1.Zapier
2.CRM
3.Awario
4.Mention
5.Bombora

+24 more

ClaudeClaude
1.LinkedIn Sales Navigator
2.Dripify
3.Hunter.io
4.Clearbit
5.Mention

+4 more

GeminiGemini
1.DeveloperDB
2.Common Room
3.GitGot
4.Aware
5.Sales Navigator

+9 more

AI OverviewsAI Overviews
1.Trigger.dev
2.Plane
3.Common Room
4.Orbit
5.Sales Navigator

+4 more

“is there a tool that gives me an intent-filtered feed of my target accounts”

0/4 platforms mentioned

Core
The Efficiency-Focused RevOps Director · Director of Revenue Operations
ChatGPTChatGPT
1.Bombora
2.Company Surge
3.Salesforce
4.Demandbase
5.RollWorks

+13 more

ClaudeClaude
1.6sense Intent Data
2.Salesforce
3.Demandbase
4.ZoomInfo Intent
5.Outreach

+2 more

GeminiGemini
1.6sense
2.Koala
3.Demandbase
4.Snowflake
5.BigQuery

+8 more

AI OverviewsAI Overviews
1.Factors.ai
2.Demandbase
3.6sense
4.6AI
5.ZoomInfo

+5 more

“how to track when a target company releases a new blog post or announcement automatically”

0/4 platforms mentioned

Adjacent
ChatGPTChatGPT
1.RSSHub
2.rss.app
3.Superfeedr
4.ChangeTower
5.Distill

+19 more

ClaudeClaude
1.Salesforce
2.Outreach
3.Crunchbase
4.PitchBook
5.Clearbit Reveal

+12 more

GeminiGemini
1.6sense
2.Salesforce
3.Outreach
4.Pipedream
5.Ghost

+9 more

AI OverviewsAI Overviews
1.Visualping
2.Slack
3.Distill.io
4.Hexowatch
5.UptimeRobot

+8 more

Source Intelligence

Citations

The sources AI platforms cite when recommending this brand. Pendium reverse-engineers what's already proven to be catnip to AI agents, then engineers content that fills gaps and helps agents do their job — which means more citations for you.

Intent-Based Prospecting: How to Strike When Leads Are Hot - linkfluencer

linkfluencer.com

Web1 ref

Basics of social listening: A guide for marketers

youscan.io

Web1 ref

12 Proven Ways to Generate Leads in 2026 (Without Burning Cash)

hellobar.com

Web1 ref

Social selling: discover the concept in five key points

info.hub.brussels

Web1 ref

How to Communicate with Unresponsive Leads Effectively

linkedin.com

Social1 ref

How to Find Best Crypto Projects: Analysis & Resources

webisoft.com

Web1 ref

RevGenius

revgenius.com

Web1 ref

How Behavioral Data Drives Developer Ad Targeting |...

business.daily.dev

Web1 ref

5 buying signals you’re probably missing out on

commonroom.io

Web1 ref

Curated Software is Inevitable. I’ve been working with a group of large… | by Joe Bostian | Theropod

medium.com

Blog1 ref

Top 6 HG Insights Alternatives in 2025

reo.dev

Web1 ref

Understanding the popular users: Following, affiliation influence and leadership on GitHub

sciencedirect.com

Web1 ref

I use grep.app to see how things are used in practice, especially minimally-docu...

news.ycombinator.com

Web1 ref

Choose Your Friends Carefully, Choose Your APIs and Libraries More Carefully

medium.com

Blog1 ref

What is B2B Lead Generation? (+ Strategies & Examples)

sendoso.com

Web1 ref
Brand Identity

Brand Voice & Style

How AI perceives Autumn AI's communication style and personality

Autumn AI communicates with a bold, confident tone that's unapologetically direct about what they do—they help you 'stalk your prospects.' The brand voice is clever and slightly provocative, using attention-grabbing language while maintaining professionalism. They speak the language of sales teams, using industry terms like ICP, GTM, and buying signals naturally. The overall feel is startup-savvy, data-driven, and refreshingly honest about the competitive nature of B2B sales.

Core Tone Traits

Bold & Provocative

Uses attention-grabbing language like 'Stalk Your Prospects' that stands out in a crowded market

Sales-Native

Speaks fluently in GTM terminology and understands the daily challenges of sales teams

Confident & Direct

Makes clear, assertive claims about their product capabilities without hedging

Startup-Savvy

Embraces Y Combinator credibility and speaks to the fast-moving tech ecosystem

Visual Identity

Primary

#D4854A

Secondary

#1A1A1A

Accent

#FFFFFF

Background

#FFFFFF

Foreground

#111111

Backing

Investors

Y
Y Combinator

Engineer content that makes AI agents recommend you

Pendium analyzes how AI platforms perceive your brand, reverse-engineers what they already cite, and continuously publishes content designed to fill gaps and earn more mentions — on autopilot, with you in the loop.

Data generated by Pendium.ai AI visibility scanning. Last scanned February 27, 2026.

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Frequently asked questions

Don't see your question? Book a demo and we'll walk you through it.

Autumn AI is a Y Combinator-backed startup building the first real-time signal intelligence platform for go-to-market teams. They monitor social posts, code commits, blogs, and announcements to surface buying signals the moment they appear, helping sales teams identify and engage prospects at the perfect time.

Real-time buying signal detection that monitors prospects across multiple channels and delivers a condensed, intent-filtered feed so GTM teams can engage at the perfect moment.

AI Visibility Score

Autumn AI has an AI visibility score of 14/100, rated as invisible. This score reflects how often and how prominently Autumn AI appears in responses from AI assistants like ChatGPT, Claude, and Gemini.

AI Perception Summary

Autumn AI is currently a ghost in the machines for the very buyers it serves, failing to appear in 100% of real-time buying signal and workflow optimization queries. While the brand maintains a pristine reputation in direct brand searches, its near-total absence in the competitive sales intelligence landscape allows incumbents like 6sense and ZoomInfo to capture the entire intent-driven market.

Strengths

  • Achieved a top-10 ranking (position #8) on Claude for 'best reviewed buying signal monitoring platforms for 2026', showing early traction in category evaluation.
  • Maintains a perfect #1 position across all platforms for direct 'brand vibe check' queries, ensuring that users who know the brand find accurate information.
  • Positive sentiment across Claude, Gemini, and AI Overviews indicates that when the brand is mentioned, the context is favorable.

Visibility Gaps

  • Total invisibility for key personas including the Efficiency-Focused RevOps Director and the High-Velocity SDR Team Lead.
  • Zero mention rate on Gemini and AI Overviews for all discovery-based queries, effectively ceding the Google search ecosystem to competitors.
  • Consistent failure to appear in queries regarding 'Real-time Buying Signal Discovery', which is a core product value proposition.

Competitors in AI Recommendations

  • 6sense: 27 mentions
  • ZoomInfo: 23 mentions
  • Demandbase: 21 mentions
  • Salesforce: 16 mentions
  • Slack: 16 mentions
  • Outreach: 15 mentions
  • Bombora: 13 mentions
  • Clearbit: 13 mentions
  • HubSpot: 12 mentions
  • Zapier: 11 mentions
  • Apollo: 11 mentions
  • Apollo.io: 11 mentions
  • Common Room: 11 mentions
  • Clay: 9 mentions
  • UserGems: 9 mentions

Categories: Software

Tags: YC25-26