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LLMrefs VS PoolStack.ai

Compare LLMrefs VS PoolStack.ai and see what are their differences

LLMrefs

AI SEO Search Visibility & AI Rank Tracking Platform for LLM Search Engines like ChatGPT - GEO/AEO/LLMO

Rating
0 reviews
Pricing
Freemium Free trial $79 / Monthly
Alternatives Is it good?
PoolStack.ai

Pool service and construction software with routes, chemistry, estimates, native payments and an AI agent, built for pool companies and nothing else.

No screenshot yet
Rating
0 reviews
Alternatives Is it good?
Modelence
Create production-ready applications with zero code sponsored

Which is more popular?

SEO Tools popularity
100% vs 0%
alternatives listed
240+ vs 2

Base details

Website, pricing, platforms and company facts side by side.

LLMrefs
PoolStack.ai
Website llmrefs.com poolstack.ai
Pricing
Freemium Free trial $79 / Monthly Official pricing
Official pricing
Company Startup from the United Kingdom · 1 - 9 employees · 2025 —
Listed in
SEO Tools SEO AI Reputation Management +1
Pool Service Management Software Construction Management AI

About LLMrefs and PoolStack.ai

In their own words, as submitted to SaaSHub.

LLMrefs
PoolStack.ai

LLMrefs is an AI search analytics platform that tracks brand visibility across generative AI search engines. It shows whether AI assistants like ChatGPT, Perplexity, and Gemini mention your brand when users ask questions about your industry. Supported AI Search Engines LLMrefs monitors 11...

Read more about LLMrefs

No description of PoolStack.ai yet.

Features and specs

What each product offers, as listed by its team.

LLMrefs 3 features
PoolStack.ai 16 features
  • AI SEO tracking
    Track Share of Voice and Position metrics to see how you rank against competitors.
  • AEO brand visibility
    Monitor how 11 AI search engines respond to your keywords and whether your brand gets cited.
  • GEO data for marketing teams
    View which URLs AI assistants use as sources when they mention your brand.
  • Route Optimization
    Plan efficient technician routes and manage daily pool service stops.
  • Recurring Service Scheduling
    Schedule recurring pool visits and manage technician assignments.
  • Water Chemistry Tracking
    Record water readings, chemical dosing and chemical costs for each pool or spa.
  • Guided Service Checklists
    Guide technicians through consistent visit tasks, photos and service records.
  • Equipment Tracking
    Track pool equipment, inspections, warranties and recurring filter cleans.
  • Pool Construction Management
    Manage pool builds and remodels with Gantt schedules, daily logs, permits and inspections.
  • Subcontractor and Materials Management
    Organize construction subcontractors, vendors, materials and bids.
  • Quotes and Estimates
    Offer good, better and best options on one quote, collect customer approval and convert it into a job.
  • Invoicing and Online Payments
    Create invoices and collect card or bank payments, including recurring Auto Pay.
  • Construction Draw Billing
    Manage build draws alongside pool construction projects.
  • Job Costing
    Track job costs, expenses, time and labor across service and construction work.
  • QuickBooks Integration
    Sync with QuickBooks to keep accounting connected to daily operations.
  • Customer Portal
    Let customers view updates, approve quotes and pay online.
  • Customer Communication
    Send on-my-way texts and share service or construction updates with customers.
  • Mobile Technician Apps
    Give field teams access to routes, water readings, checklists, photos and notes on iPhone and Android.
  • Reports and dashboard
    Monitor business activity with reports, dashboards and office alerts.

Analysis

An editorial look at what each product does well and who it suits.

LLMrefs
PoolStack.ai

Overall verdict

  • LLMrefs is a solid, purpose-built tool for tracking how your brand and content appear across AI-powered search and large language models, making it a useful choice for teams focused on the emerging field of generative engine optimization (GEO).

Why this product is good

  • Specializes in monitoring brand visibility and citations across AI platforms like ChatGPT, Perplexity, and Google's AI features
  • Helps businesses adapt their SEO strategy to the shift toward AI-driven search and answer engines
  • Provides insights into which prompts and queries surface your brand, aiding content optimization
  • Addresses a growing need as more users rely on LLMs instead of traditional search engines

Recommended for

  • Marketing teams and SEO professionals wanting to track brand presence in AI search results
  • Businesses investing in generative engine optimization (GEO) strategies
  • Content creators aiming to understand how LLMs cite and reference their material
  • Agencies managing multiple clients' visibility across AI platforms

No analysis of PoolStack.ai yet.

Videos

Walkthroughs and reviews on video.

LLMrefs 1 video + Add
PoolStack.ai 0 videos + Add

LLMrefs - AI SEO Keyword Rank Tracker for LLM Search Engines

No PoolStack.ai videos yet. You could help us improve this page by suggesting one.

Category popularity

How often each product is chosen within a category, 0–100% relative to the other.

Score bands 0–20 21–40 41–50 51–60 61–100
LLMrefs
PoolStack.ai
100% 100%
SEO Tools
0% 0%
0% 0%
Construction Management
100% 100%
100% 100%
SEO
0% 0%
0% 0%
Pool Service Management Software
100% 100%

Questions & Answers

As answered by people managing LLMrefs and PoolStack.ai.

Why should a person choose your product over its competitors?

LLMrefs's answer

  1. Track keywords, not prompts Most AI SEO tools make you manage individual prompts. LLMrefs lets you add keywords and automatically generates prompt variations based on real conversations users have with AI chatbots. This saves time and produces more realistic results.

  2. Statistical significance, not magic numbers Many competitors show vague "visibility scores" that are hard to interpret. LLMrefs uses transparent metrics like Share of Voice and Position. Results are aggregated and weighted across every prompt variation to ensure statistical significance.

  3. Affordable with no hidden fees LLMrefs Pro is $79 per month and includes all 11 AI search engines. Competitors often charge extra per engine or have tiered pricing that gets expensive quickly.

  4. Agency-friendly from day one One subscription covers unlimited projects and unlimited team members. Agencies do not need to buy separate accounts for each client.

  5. Data quality focus LLMrefs emphasizes being the only platform that takes data quality seriously. They continuously check prompts and only report results when they have enough data to be statistically significant.

  6. Comprehensive engine coverage Eleven AI search engines tracked in one dashboard. You do not need separate tools for ChatGPT, Perplexity, Google AI Overviews, and others.

User comments

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Reviews and articles

External articles and on-site reviews we used to compare the two products.

LLMrefs no reviews yet
PoolStack.ai no reviews yet

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Alternatives to LLMrefs and PoolStack.ai

When comparing LLMrefs and PoolStack.ai, you can also consider the following products.

  • Otterly.AI

    Stay ahead by monitoring and your content & brand across major AI Search Platforms. With Otterly.AI, you can automatically track brand mentions and website citations on Google AI Overviews/AI Mode, ChatGPT, Perplexity, Gemini, and Copilot.

    Compare Otterly.AI to LLMrefs or PoolStack.ai:

    Otterly.AI vs LLMrefs Otterly.AI vs PoolStack.ai
  • 3D Pool

    3D Pool is a Single-player Sports Simulation developed by Z-Software and published by Libredia.

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  • Profound

    Profound helps brands gain visibility in AI-generated answers, optimize their presence in LLM-based answer engines, and stay competitive in the zero-click world.

    Compare Profound to LLMrefs or PoolStack.ai:

    Profound vs LLMrefs Profound vs PoolStack.ai
  • PoolCRM

    Pool service CRM that texts back missed calls, follows up quotes, and asks for reviews. Built by a former pool company owner.

    Compare PoolCRM to LLMrefs or PoolStack.ai:

    PoolCRM vs LLMrefs PoolCRM vs PoolStack.ai
  • Am I on AI

    Discover if your business is being recommended by AI platforms like ChatGPT. Track your AI visibility with brand monitoring, competitor analysis, and weekly insights.

    Compare Am I on AI to LLMrefs or PoolStack.ai:

    Am I on AI vs LLMrefs Am I on AI vs PoolStack.ai
  • Ahrefs

    Ahrefs is a toolset for SEO and marketing. We have tools for backlink research, organic traffic research, keyword research, content marketing & more. Give Ahrefs a try!

    Compare Ahrefs to LLMrefs or PoolStack.ai:

    Ahrefs vs LLMrefs Ahrefs vs PoolStack.ai
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