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Before diving deeper into DevTune, it helps to understand the key concepts and terminology used throughout the platform.

Core Concepts

Projects

A project is your workspace for tracking one product or brand. Projects contain:
  • Tracked prompts
  • Brands, tracked URLs, and brand terms
  • AI Search configuration
  • Community Discourse and Owned Content context
  • Actions workspace, briefs, backlog, and outcomes

Product Context

Product context is the structured description of what your product does. During project creation, DevTune generates this automatically from your website URLs. You can review and edit it later from Project Settings > General. Good product context leads to better prompt suggestions and more relevant recommendations.

Brands

Brands are the organizational concept for competitive tracking. Each project has:
  • A primary brand - your product or company
  • Competitor brands - the brands you want to compare against
Each brand has associated tracked URLs and brand terms that DevTune uses to identify citations and mentions in AI responses.

AI Search Concepts

AI Search Platforms

DevTune monitors your visibility across AI-powered search platforms. The platforms available depend on your plan tier:
  • ChatGPT - Starter and above
  • Perplexity - Starter and above
  • Gemini - Starter and above
  • Google AI Mode - Pro and above
  • Grok - Pro and above

Prompts

Prompts are the search queries you want to track across AI platforms. These are the kinds of questions users might ask when looking for solutions your product provides. Prompts are managed from the AI Search > Prompts tab.

Brand Terms

Brand terms are the text terms DevTune monitors for brand mentions in AI responses. These typically include your product name, company name, and common variations or abbreviations. Brand terms are configured per brand from Project Settings > Brands.

Tracked URLs

Tracked URLs are the domains and URLs DevTune monitors when they appear as citations in AI Search results. This typically includes:
  • Your marketing website
  • Your documentation site
  • Your GitHub repository
  • Competitor properties
Tracked URLs are managed per brand from Project Settings > Brands.

Citations

Citations track when AI Search results link to specific URLs. This shows which of your pages are being referenced and how prominently they appear.

Key Metrics

Primary KPIs

These are the top-level metrics that summarize your AI Search visibility:
  • Overall Presence Rate - The percentage of AI Search responses where your brand or tracked URLs appear
  • Share of Voice - Your brand’s share of total mentions and citations compared to competitors
  • Sentiment Score - How positively or negatively AI platforms describe your brand when they mention it

Secondary Metrics

These provide deeper insight into specific aspects of your visibility:
  • Docs Presence
  • Blog Presence
  • Brand Mentions
  • Top of Answer
  • Avg Citation Rank
  • Primary Citation Share

Community Discourse Concepts

Threads and Replies

Community Discourse tracks relevant discussions and their useful replies across supported developer communities.

Source Overlaps

Source overlaps are threads that contain exact matches with your tracked URLs or URLs already being cited in AI Search.

Clusters

Clusters are discussions where your primary brand and tracked competitors appear together, making them useful for competitive analysis.

AI Traffic Concepts

AI Bot Crawlers

AI bot crawlers are automated agents from AI platforms such as GPTBot or ClaudeBot that visit your website to index content.

AI Referral Traffic

AI referral traffic consists of human visitors who arrive at your website after clicking a link in an AI-generated response.

Tracking Snippet

The tracking snippet is the lightweight JavaScript snippet you install from Project Settings > AI Traffic to collect AI traffic data.

Actions Concepts

Suggestions

Suggestions are evidence-backed recommendations generated from the current state of your project.

Briefs

A brief is a reusable execution artifact generated from a suggestion. Brief generation uses content credits.

Content Credits

Content credits power brief generation and related content workflows:
  • Included monthly credits come with your plan
  • Purchased add-on credits never expire

Team Concepts

Team Account

A team account is the shared workspace where projects are managed.

Roles

DevTune has two primary roles:
  • Owner - Full access including billing management, team settings, member management, and role management
  • Member - Access to projects and analytics, with broad collaboration permissions

Next Steps