Graphite conducted a study across 12 websites of the relationship between Topical Authority and SEO performance. The study provides evidence that high Topical Authority significantly decreases time to visibility, which refers to how quickly an article earns its first impression and first click.
Key Takeaway
Our findings suggest that content with high Topical Authority generates traffic significantly faster than content with low Topical Authority. Given that SEO is a channel that’s notoriously slow to drive impact, Topical Authority's compounding effect on search visibility could be a difference maker for your SEO program.
Introduction to Topical SEO
Before diving into the study’s methodology and results, it’s important to discuss how search engines have evolved from keywords to topics. Over time, Google has developed a deeper understanding of user intent and how to provide relevant results to search queries. Today, content must be designed for keyword clusters that share the same intent — otherwise known as topics. This is supported by the fact that search engines show nearly identical SERPs for the keywords within a topic.
Topical Authority is the new PageRank
Naturally, the emergence of topics has given rise to a new way for search engines to determine authority. In the past, search engines relied heavily on PageRank to determine the value of referring domains. In 2023, Google publicly confirmed that Topical Authority exists and impacts search results (see Figure 1). Because search engines now understand topics, they can assess a domain’s relevance to a topic when ranking results. Content with higher Topical Authority is rewarded with higher rankings and increased traffic.
For several years, Graphite has collected anecdotal evidence that Topical Authority leads to faster traffic growth and more total traffic. For example, we often notice that when an article receives a significant traffic boost, semantically-related articles (those based on related topics) also grow. We theorized that Topical Authority mattered, and we wanted to collect more scientific evidence to validate our hypothesis.
Our methodology
How does Graphite calculate Topical Authority?
To measure Topical Authority, Graphite needed to develop its own proprietary algorithm. Similar to domain authority or domain rank used across the SEO industry, the values range between 0 and 100, where a high value represents high Topical Authority. This metric measures how similar a topic is to topics a domain already ranks for; it represents the likelihood that a new potential topic will rank given the topical performance of existing related content on the site.
Here are the details of how we approached the study.
Timeframe
We gathered articles published between June 1 and July 31, 2023.
Here are the details of how we approached the study.
We selected articles from clients who published frequently during this period and ranged across multiple industries, including:
Technology, Information, and Internet
Software Development
Healthcare Software Development
E-Learning Providers
Financial Services
Manufacturing
Media Production
Size
Based on the two parameters above, we ended up with 12 domains and 332 URLs.
Segmentation
To collect deeper insights, we distributed URLs equally into three buckets based on their Topical Authority score, placing them in:
Bucket 1: Topical Authority above 80 (110 URLs)
Bucket 2: Topical Authority between 68 and 80 (111 URLs)
Bucket 3: Topical Authority below 68 (111 URLs)
Analysis
We looked at the speed of visibility from a few different angles, including:
The speed that each bucket gained traffic and the corresponding statistical difference
The likelihood that URLs within each bucket would receive traffic over time
The speed that each bucket was able to reach specific impression milestones
High Topical Authority increases the speed of organic search visibility
To remove the noise of manual error and indexation problems, we analyzed the speed of visibility by looking at the time between the first impression and first click. To reduce the impact of outliers, the charts below exclude the bottom 5% of URLS (~5 URLs per bucket) that had the slowest time to visibility.
Topical Authority increases the percentage of pages that get visibility in the first three weeks
Next, we computed the cumulative percentage of pages that got their first click in the first three weeks after publishing.
In the following chart, W0 represents the day the article was published.
Lastly, we studied how quickly each bucket reached specific impression milestones. The previous analyses showed that pages with high Topical Authority receive their first impression and click faster, but we also wanted to understand whether or not this growing visibility translated into performance. To visualize this, we set impression milestones (2500, 5000, and 7500) and calculated how many days it took for each bucket to reach these milestones using the average number of impressions per page.
Conclusion
One of the most commonly cited downsides of SEO is that it takes a long time to see results. The findings from this study suggest that prioritizing topics by Topical Authority can be a powerful way to accelerate time to impact.
At Graphite, we prioritize content using Topical Authority, along with Topic Search Volume (the aggregate search volume of all the keywords in a cluster) and Business Value (how much a topic aligns with hitting company goals like brand awareness, conversion, and revenue). Together, these three factors provide our team with a strategic framework to identify the 5% of content that will drive the biggest impact.
While this analysis focused on search visibility, we also believe that Topical Authority impacts total traffic. We plan to study this relationship in a future white paper.Graphite’s Topical Authority metric is currently only available via the Graphite Platform. Learn more by visiting graphite.io/platform or email us at workwithus@graphitehq.com.
Company
Amount Raised
SERies
Lead investor
founder
Profound
$24M
Series A
Kleiner Perkins
James Cadwallader
Brandlight
$5.8M
Seed
G20 Ventures
Imri Marcus
Evertune
$4M
Seed
Eniac Ventures
Poul Costinsky
Scrunch
$4M
Seed
Mayfield
Chris Andrew
Athena
$2.2M
Seed
Funders Club
Andrew Yan
Peec
$2.1M
Seed
20VC
Marius Meiners
Gumshoe
$2M
Pre-Seed
Pioneer Square Labs
Todd Sawicki
Hall
$2M
-
Blackbird Ventures
Kai Forsyth
Bluefish
–
Seed
Bloomberg Beta
Alex Sherman
AEO Tools List
In order to simplify the process of selecting the best AEO tool for you, we are compiling a master list of all the AEO tools.
AI Brand Rank helps you understand how often your brand is recommended by AI tools. It offers brand mention analysis, competitor insights, and citation tracking to show how your brand ranks in AI-driven search results.
A new player in the space with limited information on features or functionality but good coverage across the LLMs
Price Point
You can buy the strategy guide only for $49
Alternatively, you can purchase lifetime access to the tool for a $249 one-time payment
Models Tracked
ChatGPT
Perplexity
Claude
Gemini
Deepseek
Core Features
Limited visibility into the features and functionality for this toolIdentify all the brands mentioned in any given search and frequency of mentions across LLMs
Ability to easily surface the specific copy for each mention for a deeper content analysis
AI Visibility offers continuous brand monitoring across major LLMs with a strong emphasis on operational reliability. It includes 24/7 alerts, smart optimization recommendations, and a clean visibility score.
Price Point
Basic: $19/month
Pro: $49/month
Enterprise: Custom pricing
Models Tracked
Claude
ChatGPT
Meta AI
Core Features
24/7 AI monitoring with visibility score
Smart optimization insight
Alerts to maintain optimal visibility and reputation
ALLMO is a comprehensive LLM analytics platform offering AI page indexing, user persona mapping, and LLM prompt warm-up tools. It’s ideal for teams looking to deeply understand how their brand is interpreted and represented by a wide range of language models.
Ahref's has added Brand Radar, their version of AEO tooling, to their popular suite of SEO tools. Brand Radar focuses on tracking your brands presence in AI search vs competitors and has a similar look and feel as the SEO tools you've likely used before.
Price Point
While in beta, you can add Brand Radar to your current plan for free.
Once the beta ends, you'll need a paid plan to continue using the AEO tool and pricing starts at $129/month.
Models Tracked
AI Overviews
Core Features
Track AI mentions and impressions over time
Compare your mentions and impressions against your competitors
Figure out which specific topics are driving AI traffic to your site Monitor brand sentiment in AI
Ansehn has an angle based brand tone and factual accuracy. It offers benchmarking against competitors, tone deviation alerts, and AI profile generation.
Anvil is a Y-combinator backed company that provides a robust set of tracking features. A standout feature for the platform is their Topic Cluster Heatmap
Price Point
No pricing information available
Models Tracked
ChatGPT
Gemini
Claude
Perplexity
Core Features
AI Visibility Tracking
Ability to track performance by topics, including a Topic Cluster Heatmap for topic size and share of voice
Focused on brand management in AI search, Athena's CEO is a former Google Search product manager and its CTO is the former founder of AI property management software company, Cribbly. Athena is a tool with a robust set of features built by an experienced team.
Price Point
Lite plan is $180/month for 3,500 credits
Growth plan is $350/month for 10,000 credits and includes access to AI blindspot detection plus unlimited users
Both plans are billed annually
First month offered for free
Models Tracked
ChatGPT
Perplexity
Gemini
Claude
Core Features
Ability to track overall GEO Score, as well as Brand Mention Rate and Overall Presence Score
Surfaces citation URLs
Content Gap Identification
Ability to track your market share against competitors for mentions
Bluefish highlights its ability to influence how LLMs are perceiving and represented your brand by giving brands the ability to provide brand verified data to AI providers. It's also one of the few tools that mentions AI ad campaigns as a core feature.
Price Point
No pricing information is available without booking a demo
Models Tracked
ChatGPT
Perplexity
Gemini
Bing Copilot
Core Features
Track key brand metrics, including Brand Accuracy and Brand Sentiment
Ability to syndicate "brand verified" data to AI providers to influence how your brand is perceived and represented on LLMs
Includes features for visibility tracking and "influencing" across the different LLMs. The company page highlights an impressive advisory board, including multiple Fortune500 CMOs.
Price Point
No pricing information is available on the site
Models Tracked
ChatGPT
Perplexity
Gemini
Core Features
Track brand visibility over time
See how your brand's visibility is ranking vs your competitors
Brand sentiment tracking by LLM
Ability to see source URLs by LLM for strategic analysis
ChatRank blends visibility analysis with content strategy tools like topic authoring and optimization, making it suitable for teams who want to boost AI discoverability.
Cognizo offers a B2C and B2B tool for agencies. One standout for this tool is that it offers in-platform recommendations for content creation and optimization.
Price Point
"No pricing information is available on the site
Ability to book a demo or get a report"
Models Tracked
ChatGPT
Perplexity
Gemini
Claude
Meta AI
Core Features
Track AI visibility, position and sentiment
Reports on your brand's presence vs your competitors across each LLM it covers
Surfaces actionable opportunities for your brand, including content creation and content optimization ideas
EnGenius AI combines traditional SEO metrics with AEO features for generative search. It includes features like mention tracking, topic ranking, and GEO-formatted reports/
Evertune prompts at scale — around 12,000 prompts per product category per model— delivering more stable, less volatile insights than competitors. It’s integrated with both LLM APIs and search, so it can measure what models know by default and what they surface via search. Clients can run up to 1.2M queries/month, making it one of the most comprehensive tools for tracking what AI is saying about your brand.
Price Point
No pricing information is available on the site
Ability to book a demo
Models Tracked
ChatGPT
Perplexity
Gemini
Claude
Meta AI
Deepseek
Core Features
See how your brand performance compares to your competitors, as well as all the brands mentioned in your category
Ability to understand the product features that LLMs believe are important for a given search
Content Roadmap that recommends URLs to target and keywords to include in your content
Gumshoe offers the standard features but goes one layer deeper on visbility, allowing you to analyze your brand's visibility by different buyer personas and broad topic areas.
LLMO Metrics offers options for freelancers, pros and enterprise clients, with the site highlighting their enterprise clients. One standout feature for this tool is the ability to track "correct answers" and flag new citation URLs detected.
Price Point
Freelance tier at 80 Euros / month and includes 20 prompts and 2 team members
Pro tier at 245 Euros / month and includes 100 prompts and up to 10 team members plus advanced support
Enterprise tier at 690 Euros / month and includes 300 prompts, unlimited members and a dedicated agent
Custom plans are available
Models Tracked
ChatGPT
Claude
Perplexity
Deepseek
Gemini
Bing Copilot
Core Features
Track current position, total queries, correct answers and new web pages detected day over day
Local Falcon shows how your business ranks in AI-generated summaries across locations and integrates with existing local visibility strategies—especially valuable for franchises or brick-and-mortar brands.
Morningscore recently introduced a ChatGPT Rank Tracker. While limited to ChatGPT, it offers features like brand mention proof, gamified SEO missions, and competitor comparisons
Nightwatch blends AI-powered tracking with classic SEO capabilities. While it focuses on how your brand appears in ChatGPT’s results, it also integrates features like keyword monitoring, technical audits, and rank tracking
Started by 3 founders with deep SaaS experience, Otterly offers the basic AI tracking and monitoring features plus a feature that allows you to turn your target keywords into AI prompts.
Price Point
Lite base plan at $29/month for 10 search prompts
Standard plan costs $189/month for 100 search prompts
Pro plan costs $989/month for 1,000 search prompts
Parse offers competitor analysis, brand visibility tracking, prompt discovery, and response inspection across leading LLMs. It also visualizes changes over time to help you understand and optimize your AI presence.
A new player in the space, Profound's platform allows you to track your AI Visibility and Ranking against your competitors. It also tracks overall conversation volume and traffic from AI.
Price Point
$499/month for 200 unique prompts and a basic set of features
Custom pricing for enterprises looking for more prompts and additional features and functionality
Models Tracked
Perplexity
Bing Copilot
ChatGPT
Gemini
Core Features
Share of Voice and Visibility Score tracking
Indexation data
Ability to track number of conversations mentioning you or your brand
A standout feature for Prompt Watch is their LLM traffic dashboard, which tracks traffic, bounce rate and conversion rate across multiple LLMs. They also have a separate feture specifically for monitoring how your brand is appearing in AI Overviews.
Price Point
Solo plan at $89/onth for 50 tracked prompts and 15 AI models
Startup plan at $199/month for 150 tracked prompts and 20 AI models
Business plan at $499/month for 350 tracked prompts and every AI model
Models Tracked
ChatGPT
Claude
Deepseek
Gemini
Perplexity
Grok
AI Overviews
Core Features
Traffic by LLM, including bounce rate and conversion data
A differentiating feature for RankScale is their website audit feature, which can score your content, identify content gaps and help you customize your bot settings for AI.
Price Point
No pricing information available
Ability to apply to the early access program
Models Tracked
ChatGPT
Gemini
Mistral
Claude
Deepseek
Perplexity
Search GPT
Core Features
Website audit to ensure your site is optimized for AI
Real-time prompt tracking, including sentiment tracking
Ability to uncover direct and indirect competitors you may not have considered before
Competitor tracking and benchmarking, including tracking your competitor's citations
Source tracking, including frequency analysis
Ability to identify your brand's most influential domains
Rankshift offers an LLM tracking tool that helps you monitor your AI visibility and share of voice against your top competitors. It also allows you to track and analyze source data to identify optimization opportunities for your brand and products.
Price Point
Free trial available
Credit based pricing that allows you to customize your package in real-time
Models Tracked
ChatGPT, Perplexity, Gemini, Mistral, Claude
Core Features
AI Visibility leaderboard
Track your performance against your competitors' over time
Sentiment tracking
Citation and source tracking
Share of voice vs your competitorsAI Visibility leaderboard
Track your performance against your competitors' over time
SE Ranking’s AI Visibility Tracker is an add-on to its broader SEO platform. Ideal for SEO professionals looking to integrate AEO into their existing workflow.
Price Point
Starts at $55/month for the full SE Ranking suite
AI Visibility Tracker included in Business and Pro plans
Models Tracked
ChatGPT
AI Overviews
Gemini
Core Features
Integrated with full SEO toolkit (keywords, backlinks, etc.)