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LLMrefs VS Start This Task

Compare LLMrefs VS Start This Task 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?
Start This Task

Turn a stuck task into one startable first step and a full, editable AI-generated plan.

Rating
0 reviews
Pricing
Freemium $5.9 / Monthly (Founding Pro)
Alternatives Is it good?
ThumbnailCreator
Generate eye-catching YouTube thumbnails with AI. Face-aware generation, style cloning, and instant variations. Boost your click-through rates with ThumbnailCreator.com. 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
Start This Task
Website llmrefs.com startthistask.com
Pricing
Freemium Free trial $79 / Monthly Official pricing
Freemium $5.9 / Monthly (Founding Pro) Official pricing
Platforms —
Web
Company Startup from the United Kingdom · 1 - 9 employees · 2025 —
Listed in
SEO Tools SEO AI Reputation Management +1
Task Management Productivity AI Tools AI +1

About LLMrefs and Start This Task

In their own words, as submitted to SaaSHub.

LLMrefs
Start This Task

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

Start This Task is an AI task-breakdown tool for people who know what they need to do but feel stuck starting. Enter a task to receive one concrete, startable action immediately; a full editable plan then builds around it. Choose Standard, Small, or Tiny step sizes, break any step down further,...

Read more about Start This Task

Features and specs

What each product offers, as listed by its team.

LLMrefs 3 features
Start This Task 4 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.
  • AI Task Breakdown
    Get one startable first action, followed by a full editable plan.
  • Flexible Step Sizes
    Choose Standard, Small, or Tiny steps and break down any step further.
  • Focus Mode
    Work through the plan one step at a time with an adjustable countdown timer.
  • Editable Task Plans
    Rename, reorder, add, delete, and complete steps and subtasks.

Analysis

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

LLMrefs
Start This Task

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 Start This Task yet.

Videos

Walkthroughs and reviews on video.

LLMrefs 1 video + Add
Start This Task 0 videos + Add

LLMrefs - AI SEO Keyword Rank Tracker for LLM Search Engines

No Start This Task 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
Start This Task
100% 100%
SEO Tools
0% 0%
0% 0%
Productivity
100% 100%
100% 100%
SEO
0% 0%
0% 0%
Task Management
100% 100%

Questions & Answers

As answered by people managing LLMrefs and Start This Task.

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
Start This Task no reviews yet

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Alternatives to LLMrefs and Start This Task

When comparing LLMrefs and Start This Task, you can also consider the following products.

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