Digraph vs Profound
Compare published prices and prompt allowances with Profound’s conversation research, AI traffic analytics, shopping, and agent workflows.
- Profound entry price
- Entry $99/mo
- Profound AI coverage at entry
- ChatGPT only
Compare Digraph with other AI visibility platforms
Pricing, prompt limits, AI engine coverage, and workflow for 34 platforms, sourced from each vendor’s published documentation.
- Entry price
- $99/moStandard, billed monthly
- AI collection
- Model APIsSee current scope and limits
- Pro allowance
- 300 prompts3 brands for $249/mo
- Platforms compared
- 34Each linked to official sources
Entry plans side by side
The lowest published plan for the most-evaluated platforms. Check how many AI systems each entry plan actually observes before comparing price.
| Platform | Entry price | Plan and billing | Allowance | AI coverage at entry |
|---|---|---|---|---|
| Digraph | $99/mo | Standard, billed monthly | 30 prompts, 1 brand | Supported AI models |
| Profound | $99/mo | Starter, billed yearly | 50 prompts | ChatGPT only |
| Peec AI | €89/mo | Starter | 50 prompts, 1 project | 3 selected models |
| OtterlyAI | €29/mo | Lite, Germany display, monthly | 15 prompts | 4 included; 3 as add-ons |
| Scrunch | $250/mo | Starter, billed yearly ($300 monthly) | 350 custom prompts | 7 AI platforms |
| AthenaHQ | Free | Essential; Starter $295/mo | 300 credits (1 credit = 1 response) | 11 models on Starter |
| Goodie AI | $399/mo | Core | 120 prompts | 5 core models |
| Promptwatch | $95/mo | Essential | 50 prompts, 6,000 responses | 4 tracked models |
| AIclicks | $59/mo | Starter | 30 prompts, 1 website | 3 models of your choice |
| Knowatoa | $59/mo | Starter | Question limit not listed; weekly digest | 7 AI services |
| Writesonic | $79/mo | Starter, billed yearly | 50 prompts, 1 project | 3 AI platforms |
| Ahrefs | From $50/mo | Custom Prompts add-on | User-defined prompts; index is $199/mo | Selected platforms |
| Semrush | $99/mo | AI Visibility Base, per domain, billed yearly | 25 custom prompts | 4 AI surfaces |
Published list prices from each vendor’s pricing page, reviewed between September and October 2026. Billing basis, currencies, and plan units differ, so these figures are not a like-for-like cost comparison. Each linked page shows its sources and review date.
All head-to-head comparisons
Each page compares plans, AI coverage, evidence, and workflow, then gives a controlled test you can run in both products.
Enterprise AEO platforms
Broad answer-engine programs with analytics, content, or advertising modules and sales-led pricing.
Digraph vs Scrunch
Compare prompt-level visibility, citation influence, collection cadence, AI referrals, bot traffic, and API access using official documentation.
- Scrunch entry price
- Entry $250/mo
- Scrunch AI coverage at entry
- 7 AI platforms
Digraph vs AthenaHQ
Compare credit-based AI search visibility, model coverage, citation insights, content optimization, competitor monitoring, and enterprise controls using current vendor sources.
- AthenaHQ entry price
- Entry Free
- AthenaHQ AI coverage at entry
- 11 models on Starter
Digraph vs Goodie AI
Compare closed-loop AEO pricing, prompt and model coverage, citation evidence, revenue attribution, optimization agents, MCP, and agency workspaces using current vendor sources.
- Goodie AI entry price
- Entry $399/mo
- Goodie AI AI coverage at entry
- 5 core models
Digraph vs Conductor
Compare Conductor’s AI Search Performance with Digraph’s answer-evidence workflow.
- Conductor entry price
- Entry Custom
- Conductor AI coverage at entry
- 7 models described
Digraph vs Evertune
Compare repeated AI-answer sampling and GEO activation with a focused prompt and answer-evidence workflow.
- Evertune entry price
- Entry $800/mo
- Evertune AI coverage at entry
- 11 AI models listed
SEO suites with AI visibility
Established SEO or marketing platforms that added AI answer tracking to an existing toolkit.
Digraph vs Ahrefs
Compare Ahrefs’ response index and custom checks with Digraph’s scoped answer monitoring.
- Ahrefs entry price
- Entry From $50/mo
- Ahrefs AI coverage at entry
- Selected platforms
Digraph vs Semrush
Compare Semrush’s AI Visibility Toolkit with Digraph’s focused answer-evidence workflow.
- Semrush entry price
- Entry $99/mo
- Semrush AI coverage at entry
- 4 AI surfaces
Digraph vs HubSpot AEO
Compare standalone AEO pricing, prompt and answer limits, three-engine coverage, CRM context, citation analysis, and evidence workflows using current vendor sources.
- HubSpot AEO entry price
- Entry $50/mo
- HubSpot AEO AI coverage at entry
- 3 AI engines
Digraph vs BrightEdge
Compare an enterprise SEO suite’s bundled AI module with Digraph’s dedicated model API answer-evidence workflow.
- BrightEdge entry price
- Entry Custom
- BrightEdge AI coverage at entry
- 3 AI engines
Digraph vs Nightwatch
Compare a rank tracker with bundled LLM tracking against Digraph’s dedicated AI answer evidence workflow.
- Nightwatch entry price
- Entry €79/mo
- Nightwatch AI coverage at entry
- 6 AI surfaces
AI visibility and content platforms
Tracking bundled with AI-written articles, audits, or publishing workflows.
Digraph vs AIclicks
Compare prompt limits, model choice, daily tracking, and bundled AI-written articles against Digraph’s model API coverage.
- AIclicks entry price
- Entry $59/mo
- AIclicks AI coverage at entry
- 3 models of your choice
Digraph vs Writesonic
Compare Writesonic’s SEO-plus-GEO content platform with Digraph’s cross-engine answer evidence and analysis workflow.
- Writesonic entry price
- Entry $79/mo
- Writesonic AI coverage at entry
- 3 AI platforms
Digraph vs AirOps
Compare a content-engineering platform with AI insights against Digraph’s dedicated AI answer evidence workflow.
- AirOps entry price
- Entry Free to start
- AirOps AI coverage at entry
- ChatGPT only on Solo
Digraph vs GrackerAI
Compare GrackerAI and Digraph on AI visibility monitoring, AEO audits, citations, content execution, competitors, agency workflows, and published pricing.
- GrackerAI entry price
- Entry $99/mo
- GrackerAI AI coverage at entry
- 3 engines
Digraph vs Temso AI
Compare monthly versus annual billing, model and project allowances, answer evidence, and agent-led content workflows using official product sources.
- Temso AI entry price
- Entry $89/mo
- Temso AI AI coverage at entry
- 3 models
AI visibility trackers
Dedicated prompt and answer monitoring tools, usually self-serve.
Digraph vs Peec AI
Compare prompt and model allowances, competitor setup, source analytics, and workflow fit using current vendor documentation.
- Peec AI entry price
- Entry €89/mo
- Peec AI AI coverage at entry
- 3 selected models
Digraph vs OtterlyAI
Compare official pricing, prompt allowances, AI search coverage, and evidence workflows before a fair product trial.
- OtterlyAI entry price
- Entry €29/mo
- OtterlyAI AI coverage at entry
- 4 included; 3 as add-ons
Digraph vs Promptwatch
Compare prompt and response quotas, model coverage, citations, competitor heatmaps, agent credits, AEO content, and API access using current vendor sources.
- Promptwatch entry price
- Entry $95/mo
- Promptwatch AI coverage at entry
- 4 tracked models
Digraph vs Knowatoa
Compare weekly versus daily cadence, published question limits, and reporting integrations with Digraph.
- Knowatoa entry price
- Entry $59/mo
- Knowatoa AI coverage at entry
- 7 AI services
Digraph vs LLMrefs
Compare a high-volume weekly tracker with Digraph’s daily answer evidence and analysis workflow.
- LLMrefs entry price
- Entry $79/mo
- LLMrefs AI coverage at entry
- 8 AI engines
Digraph vs Rankscale
Compare credit-based answer volume, engine coverage, citation gaps, page audits, competitor tracking, API access, and agency reporting using current vendor sources.
- Rankscale entry price
- Entry From $20/mo
- Rankscale AI coverage at entry
- Varies by credits
Digraph vs Centium
Compare category-level AI visibility measurement, prompt volume, competitor benchmarks, citations, attribution, and agency delivery using current vendor sources.
- Centium entry price
- Entry $119/mo
- Centium AI coverage at entry
- 6 AI models
Digraph vs Cituna
Compare daily engine coverage, prompt and brand limits, Search Console access, and the path from a visibility finding to a fix.
- Cituna entry price
- Entry $39/mo
- Cituna AI coverage at entry
- 6 engines
Digraph vs Am I Cited
Compare credit-metered AI responses and domain limits with prompt-based plans, engine coverage, and answer evidence.
- Am I Cited entry price
- Entry €50/mo
- Am I Cited AI coverage at entry
- Credit-based runs
Digraph vs Ayzeo
Compare prompt monitoring, GEO implementation tools, engine add-ons, citation evidence, white-label reporting, and agency workflows using current vendor sources.
- Ayzeo entry price
- Entry $39/mo
- Ayzeo AI coverage at entry
- 2 included; others add-ons
Digraph vs Foglift
Compare Foglift and Digraph on AI visibility monitoring, technical audits, citations, competitors, action workflows, developer access, and published pricing.
- Foglift entry price
- Entry From $49/mo
- Foglift AI coverage at entry
- 5 AI surfaces
Digraph vs Prompt Monitor
Compare Prompt Monitor and Digraph on AI visibility tracking, prompt limits, model coverage, competitors, citations, and published pricing.
- Prompt Monitor entry price
- Entry Free
- Prompt Monitor AI coverage at entry
- 3 models named
Digraph vs Citations.io
Compare Citations.io and Digraph on AI visibility tracking, answer evidence, citations, competitors, implementation recommendations, and reporting.
- Citations.io entry price
- Entry Not listed
- Citations.io AI coverage at entry
- 4 AI engines
Digraph vs Llumo
Compare Llumo and Digraph on BYOK economics, AI visibility monitoring, prompts, citations, competitors, API access, and action workflows.
- Llumo entry price
- Entry Free (BYOK)
- Llumo AI coverage at entry
- Depends on your keys
Agency-focused tools
Built around client workspaces, white-label reports, or per-client pricing.
Digraph vs Rank Prompt
Compare agency pricing, multi-brand capacity, white-label delivery, AI coverage, APIs, and answer evidence using current vendor pages.
- Rank Prompt entry price
- Entry $149/mo
- Rank Prompt AI coverage at entry
- Confirm by plan
Digraph vs Gumshoe
Compare persona-driven audits, agency pricing, model coverage, citations, competitors, and answer-level evidence using current vendor sources.
- Gumshoe entry price
- Entry $99/mo
- Gumshoe AI coverage at entry
- Persona-based audits
Digraph vs Praised
Compare confidence-interval reporting, credit-based plans, agency delivery, citations, competitors, and action workflows using current vendor sources.
- Praised entry price
- Entry $99/mo
- Praised AI coverage at entry
- 6 engines named
Digraph vs Scope
Compare multi-business pricing, prompt checks, AI engines, citations, competitors, reporting, and agency delivery using current vendor sources.
- Scope entry price
- Entry $25/mo
- Scope AI coverage at entry
- Confirm by plan
Looking for an alternative?
Shortlists for teams replacing a specific platform, with the published plan limits that usually prompt the switch.
Profound alternatives
Entry plan covers ChatGPT only. Multi-engine tracking starts at $399/month.
Peec AI alternatives
Three selected models on self-serve plans. Prompt counts scale with projects.
OtterlyAI alternatives
Key engines are add-ons. Entry plan is small.
Scrunch alternatives
Higher entry price. Cadence slows after onboarding.
AthenaHQ alternatives
Credits, not prompts. Add-ons for API and extra credits.
Semrush AI Visibility Toolkit alternatives
25 prompts per domain. Four AI surfaces on the base plan.
Ahrefs Brand Radar alternatives
Custom prompts are an add-on. Small included prompt counts.
Conductor alternatives
Sales-led, usage-based pricing. Broad platform scope.
Buyer guides
Best AI visibility tools in 2026
A category-level shortlist with plans, scope, and evaluation criteria for each tool.
AI visibility tools for agencies
How to evaluate client workspaces, white-label reporting, and per-client economics.
AI search competitor analysis
A matched-question method for comparing answer presence, recommendations, sources, and evidence.
AI search visibility software benchmark
A dated six-query snapshot of Google organic results, with downloadable observations and collection limits.
How to run a fair evaluation
Feature lists overlap. These three checks separate tools that measure AI answers from tools that explain them.
Fix the observation
Use the same buyer prompts, competitors, market, language, and AI systems in every tool. Confirm which engines the plan you would buy actually covers.
Open the evidence
Check the full answer, cited URLs, competitor framing, and how each metric is defined. An aggregate score is not a substitute for the answer behind it.
Test the next action
Give each product one verified gap and see whether it helps your team decide, assign, and later re-measure a change.
Frequently asked questions
What is the best AI visibility tool in 2026?
It depends on the answer surfaces your buyers use, how many prompts and brands you track, and what your team does after a finding. Digraph includes supported model APIs on its public plans from $99/month; configuration, provider access, and successful collection determine actual coverage. For a sourced shortlist, see the best AI visibility tools guide.
How much do AI visibility tools cost?
Published entry prices in this comparison range from free credit-based tiers to $399/month, and several enterprise platforms are sales-led. Prices are not comparable on their own: plans differ in billing period, prompts or credits, brands, and which AI systems are included. The table above lists each vendor’s entry plan with its billing basis.
Which AI engines does Digraph track?
Digraph’s collection code supports OpenAI, Claude, Gemini, Perplexity, Grok, Mistral, and DeepSeek model APIs, subject to configuration, provider access, and successful runs. It does not directly collect Google AI Overviews, AI Mode, or Microsoft Copilot answers; the Copilot-labelled result is an OpenAI proxy. Check the collection-method page and each plan’s current terms before comparing engine counts.
How are these comparisons researched?
Each head-to-head page summarizes the competitor’s official pricing and product documentation, links to every source, and shows the date it was reviewed. They are documentation-based comparisons published by Digraph, not hands-on benchmarks, so confirm current plans with each vendor before buying.
Can I compare Digraph with a tool that is not listed?
Yes. Tell us which platform you are evaluating and we will help you run the same buyer prompts in Digraph for a like-for-like trial.
Run your own prompts across supported AI models
Bring the buyer questions and competitors from your current tool. Digraph shows the full answers, citations, and gaps so you can compare on evidence.