Compare tools
Side-by-side features, use cases and pricing — because the right pick depends on your job and budget, not just the ranking.
⇄ Comparison dimension — pick the market you're actually shopping in
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Stork
✓ verifiedPaid
Runs live AI reputation checks across ChatGPT, Perplexity, Gemini, Claude, and Grok to show who those engines recommend instead of you.
72K visits/mo
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Gumloop
✓ verifiedFreemium
No-code platform for building and running AI agents that automate work across data, sales and support tasks.
701K visits/mo
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PlayThis
✓ verifiedPaid
Gaming assistant recommending Steam backlog picks with playtime insights; fun niche tool.
92K visits/mo2.6K saves
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Flask
✓ verifiedFreemium
Video-feedback tool for creative teams that turns spoken, drawn comments into timestamped notes, with an MCP hook for AI agents.
38K visits/mo
Pricing
AI Reputation Report: $29 one-time
Pro: $37/month (20k+ credits/month, unlimited seats)
Free: $0
Pro: $6.99/month
No public pricing
Free: $0 (1 user-uploaded asset, 100 via MCP)
Pro: $15/user/mo (billed yearly, unlimited uploads)
Core features
- ✦Live queries across ChatGPT, Perplexity, Gemini, Claude, and Grok
- ✦Scored report showing which competitors get named instead
- ✦Free preview of likely questions and rivals before purchase
- ✦Works for products, companies, or individual professionals
- ✦Optional ongoing monthly monitoring
- ✦AI tool directory used to resolve categories and competitors
- ✦Visual canvas to orchestrate multi-agent workflows
- ✦Prebuilt specialized agents (data, support, CRM, sales)
- ✦Access to many AI models with no vendor lock-in
- ✦Slack, Teams and email agent interaction
- ✦Recurring/scheduled tasks and triggers
- ✦Enterprise security: RBAC, VPC, audit logs, spend controls
- ✦Seamless Steam Integration
- ✦Backlog Insights (Quality Per Hour, Extended Play Ratio)
- ✦AI-Driven Game Recommendations
- ✦Custom Categories
- ✦Achievement Progress Tracking
- ✦Estimated Completion Times
- ✦Automated AWS cost optimization
- ✦Commitment management (Reserved Instances & Savings Plans)
- ✦Cost allocation and chargebacks
- ✦Kubernetes cost management
- ✦Resource rightsizing and scheduling
- ✦Idle resource optimization
- ✦Real-time cost visibility
- ✦Voice-to-structured video feedback
- ✦Draw and annotate on video
- ✦Automatic timestamping and organization
- ✦Version comparison (V2)
- ✦MCP integration for AI agents
- ✦Premiere Pro export and permissions
Use cases
- →Businesses checking whether AI chatbots recommend them over competitors
- →Professionals like advisors or consultants checking their AI visibility
- →Marketers identifying which pages AI engines cite as sources
- →Tracking changes in AI-driven recommendations over time
- →Automate data analysis and reporting
- →Triage support tickets and spot patterns
- →Keep a CRM updated and research prospects
- →Deploy AI agents across a team's tools
- →Sorting and prioritizing games in your Steam library based on ratings and playtime.
- →Identifying top-rated, short-duration games for quick gaming sessions.
- →Discovering hidden gems and RPGs worth the time investment.
- →Planning streaming schedules and content calendars based on completion estimates.
- →Reducing AWS costs for startups and enterprises
- →Optimizing EKS and ASG scalability and discounts
- →Maximizing Savings Plans and mitigating commitment risk
- →Automating time-consuming cost optimization tasks
- →Allocating AWS, Kubernetes, GenAI & SaaS costs
- →Giving detailed video feedback fast
- →Reviewing creative work with a team/clients
- →Iterating on AI-generated video via agents
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