What does "AI visibility" mean for my business?

When someone asks ChatGPT, Claude, or Gemini "what is the best..." or "where can I find...", AI gives specific recommendations. AI visibility is a measure of how often — and how positively — these AI platforms mention your business. It's the new version of being on the first page of Google, except now there are no pages — just one answer.

Which AI platforms do you monitor?

Pendium monitors ChatGPT, Claude, Gemini, Grok, Perplexity, DeepSeek, and Google AI Overviews — seven major AI platforms that consumers use to research local services. We run real queries that your customers actually ask and analyze the responses for mentions of your business, competitors, and industry topics.

How does Pendium improve my visibility?

Three ways. First, we identify the exact queries and topics where you're invisible. Second, we generate AI-optimized content — articles, guides, social posts — designed to help AI agents understand your business and recommend your services to the right people. Third, we continuously monitor to track improvement and find new opportunities. Most clients see measurable improvement within 60 days.

How long until I see results?

You'll get your first visibility report within minutes of signing up. Actual visibility improvement varies, but our clients typically see a 47% average improvement within 60 days. Some see results faster — it depends on your current online presence and how competitive your local market is.

Do I need to be technical to use this?

Not at all. Enter your website URL and Pendium handles everything: scanning AI platforms, analyzing your visibility, generating content, and tracking improvement. The dashboard is designed for business owners, not engineers. If you can check your email, you can use Pendium.

What makes this different from SEO?

Traditional SEO optimizes for Google's search rankings — blue links on a results page. AI visibility is different: AI doesn't show links, it gives direct answers. Even if you rank #1 on Google, ChatGPT might recommend a competitor. Pendium optimizes for the new paradigm — making sure AI platforms know about, trust, and recommend your business.

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Bidflow

Visibility17

Vibe91

Businesses/Construction Technology/Bidflow

AI Visibility & Sentiment

Bidflow

Bidflow is a Y Combinator-backed AI-powered software platform that helps electrical contractors create estimates and takeoffs 5x faster. Their custom-trained AI model automates counting, labor calculations, and spec analysis while maintaining verifiable proof of work.

Active Monitoring

usebidflow.com

Construction Technology YC25-26

AI Visibility Score

17/100

Invisible

Sentiment Score

91/100

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

adjacent

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe Bidflow today.

Bidflow is currently a 'specialist's secret,' commanding a strong 33% presence in Claude for specific speed-related workflows while remaining virtually invisible within Google's AI Overviews ecosystem. While efficiency-minded subcontractors are beginning to find the brand, Bidflow is currently ceding the broader electrical estimating market and technical 'symbol counting' queries to legacy incumbents like PlanSwift and Procore.

Working in your favor

Strong resonance with the Efficiency-Driven Electrical Subcontractor persona, achieving a 50% mention rate and a competitive average position of 2.8.

High-intent dominance on Claude, where the brand secured #1 rankings for queries regarding symbol counting and takeoff speed.

Perfect visibility during 'brand vibe checks,' indicating that LLMs have a clear understanding of Bidflow’s core identity when prompted directly.

Gaps to close

Complete absence from Google AI Overviews (0% mention rate), which is critical for capturing top-of-funnel research traffic.

Zero visibility among 'Skeptical Senior Electrical Estimators,' a high-value persona currently being reached by legacy competitors.

Missing from broader category evaluations, failing to appear in searches for 'most reliable electrical estimating software' or 'commercial estimating tools.'

Opportunities

Displace PlanSwift and Procore by targeting 'Bill of Materials' (BOM) automation queries where Bidflow currently has 0% visibility.

Leverage Claude's existing affinity for the brand to build more complex, technical case studies that appeal to the 'Skeptical Senior' persona.

Capture the 'AI for Pre-construction' niche, which currently shows inconsistent results across Gemini and ChatGPT.

Highest-Impact Actions

Optimize technical documentation for Google AI Overviews.

Bidflow's 0% mention rate in AI Overviews is a major blind spot; structured technical data and FAQ-style documentation are required to trigger inclusion in Google’s SGE.

Develop aggressive 'Bidflow vs. Legacy' comparison content.

With competitors like PlanSwift and Procore dominating the share of voice, Bidflow must publish content that directly addresses feature gaps to force LLMs to mention them as a modern alternative.

Target the 'Bill of Materials' technical accuracy query.

This query represents a high-intent technical user, yet Bidflow is currently not mentioned; capturing this would improve visibility with the 'Skeptical Senior' persona.

Value Proposition

AI-powered electrical estimating that achieves 83.5% accuracy on takeoffs while giving estimators full control, enabling them to complete estimates 5x faster with verifiable proof of work.

Overview

Mission

Stop wasting hours on takeoffs and estimates by empowering electrical contractors to estimate smarter and win more bids.

Products & Services

AI-powered electrical takeoff countingAutomated estimate table generationSpec analysis and document searchingLabor unit calculationsExportable BOM and material assemblies

Current State

Visibility Landscape

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

	ChatGPT	Claude	Gemini	AI Overviews
Reputation1q Brand recognition & direct queries	97	97	97	97
“What do you know about Bidflow? What do they do and what's their reputation?”	#1	#1	#1	#1
Core4q Product/service category queries	0	62	33	0
“is there an AI that can count symbols on electrical drawings for me automatically”	No	#1	#5	No
“how to automatically generate a bill of materials from an electrical blueprint”	No	No	No	No
“most reliable electrical estimating software for commercial contractors in 2026”	No	No	No	No
“best way to do electrical takeoffs faster without losing accuracy, any specific software recommendations?”	No	#1	No	No
Growth Areas1q Adjacent, aspirational & visionary	94	91	85	0
“how can i speed up my electrical estimating process, i'm losing too many bids because i'm too slow”	#2	#3	#5	No

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

“is there an AI that can count symbols on electrical drawings for me automatically”

“how to automatically generate a bill of materials from an electrical blueprint”

“most reliable electrical estimating software for commercial contractors in 2026”

“best way to do electrical takeoffs faster without losing accuracy, any specific software recommendations?”

“how can i speed up my electrical estimating process, i'm losing too many bids because i'm too slow”

Competitive Landscape

PlanSwift

24 mentions

Procore

19 mentions

ConEst

18 mentions

McCormick Systems

17 mentions

Countfire

17 mentions

Bluebeam Revu

16 mentions

Excel

14 mentions

STACK

13 mentions

Bluebeam

13 mentions

Trimble

12 mentions

Bidflow

7 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Strong resonance with the Efficiency-Driven Electrical Subcontractor persona, achieving a 50% mention rate and a competitive average position of 2.8.

Strength

High-intent dominance on Claude, where the brand secured #1 rankings for queries regarding symbol counting and takeoff speed.

Strength

Perfect visibility during 'brand vibe checks,' indicating that LLMs have a clear understanding of Bidflow’s core identity when prompted directly.

Recommended Actions

Optimize technical documentation for Google AI Overviews.

Bidflow's 0% mention rate in AI Overviews is a major blind spot; structured technical data and FAQ-style documentation are required to trigger inclusion in Google’s SGE.

Develop aggressive 'Bidflow vs. Legacy' comparison content.

With competitors like PlanSwift and Procore dominating the share of voice, Bidflow must publish content that directly addresses feature gaps to force LLMs to mention them as a modern alternative.

Target the 'Bill of Materials' technical accuracy query.

This query represents a high-intent technical user, yet Bidflow is currently not mentioned; capturing this would improve visibility with the 'Skeptical Senior' persona.

Content Engineering

Content Ideas

Content designed to help AI agents learn about your category and recommend your brand.

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.

ChatGPT

Claude

Gemini

AI Overviews

Accelerating The Bidding Workflow(2 queries)

“how can i speed up my electrical estimating process, i'm losing too many bids because i'm too slow”

0/4 platforms mentioned

Adjacent

ChatGPT

1.PlanSwift

2.Bluebeam Revu

3.ConstructConnect

4.Trimble Accubid

5.McCormick Systems

+13 more

Claude

1.PlanSwift

2.Bluebeam

3.ElectriCalc

4.ServiceTitan

5.Jobber

+1 more

Gemini

1.Countfire

2.PlanSwift

3.Bluebeam Revu

4.Trimble Accubid

5.McCormick Systems

+10 more

AI Overviews

1.Conest Software Systems

2.PlanSwift

3.STACK

4.McCormick Systems

5.NetPricer

+3 more

“best way to do electrical takeoffs faster without losing accuracy, any specific software recommendations?”

0/4 platforms mentioned

Core

The Skeptical Senior Electrical Estimator · Senior Estimator

ChatGPT

1.PDF

2.Excel

3.Logitech MX Master

4.X-Keys

5.PlanSwift

+12 more

Claude

1.Bluebeam

2.Accubid

3.McCormick

4.OnSite

Gemini

1.Bluebeam

2.Trimble

3.Countfire

4.ConEst IntelliBid

5.SureCount

+4 more

AI Overviews

1.Conest Software Systems

2.McCormick Systems

3.Conest IntelliBid

4.SureCount

5.Countfire

+2 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.

www.trimble.com

trimble.com

Bidflow

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Investors

Engineer content that makes AI agents recommend you

Explore Construction Technology

Start gettingrecommended by AI.

Frequently asked questions

Bidflow

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Investors

Engineer content that makes AI agents recommend you

Explore Construction Technology

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.

Start getting
recommended by AI.