Scope and Digraph both monitor how AI systems recommend brands, compare competitors, and expose cited sources. Scope emphasizes an accessible visibility score, multi-business plans, daily updates, an AI Optimization Agent, and agency workflows. Digraph emphasizes a defined prompt portfolio, answer-level evidence, citations, competitors, and connected analysis. Scope’s public agency and billing pages disagree about an Agency tier and white-label support; confirm those details before purchase.
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Teams and agencies comparing a low-entry, multi-business visibility score workflow with a prompt-centered evidence and investigation workflow.
| Capability | Digraph | Scope |
|---|---|---|
| Published entry pricing | Standard: $99/month for 30 tracked prompts and 1 brand. | Starter: $25/month for 1 business; the public agency page describes a 7-day trial and launch pricing. |
| Multi-business plan | Pro: $249/month for 300 prompts and 3 brands; Enterprise is custom-priced with unlimited brands. | Growth: from $79/month with unlimited businesses, shared prompt checks, 8+ engines, and unlimited team members on the public pricing and agency pages. |
| Prompt and engine scope | Standard and Pro list all 9 listed AI systems and publish prompt limits. | Starter lists 100 prompt checks monthly across ChatGPT, Claude, Gemini, and Perplexity; Growth publishes adjustable monthly checks and every engine, including Google AI, Copilot, and Grok. |
| Competitor and citation context | Inspect answers, recommendations, competitor mentions, cited URLs, source domains, and changes over time. | Scope describes competitor intelligence, citation intelligence, visibility score history, and prioritized action plans; inspect the underlying answer and source fields in a trial. |
| Agency reporting and white-labeling | Reports and exports are listed on public plans; API access is listed for Enterprise. | The agency page says client-ready reports but no current white-labeling; a separate billing page lists an Agency tier with white-label reports for 10 businesses. Confirm which page and plan are current. |
| Automation and access | Pro lists audit, analysis, Signal, and agent modules; API access is Enterprise. | Scope describes unlimited seats, AI Optimization Agent, read-only MCP on Starter, and CMS Connect, crawler logs, MCP, and CLI access on Growth. |
This documentation-based comparison was reviewed September 21, 2026; it is not a hands-on benchmark. Scope’s public agency page describes Starter at $25/month for one business and Growth at $79/month with unlimited businesses, shared prompt checks, 8+ AI platforms, and unlimited seats, while its knowledge-base billing page also lists an Agency plan at $249/month for 10 businesses with white-label reporting. The agency page says Scope does not currently offer white-labeling, so plan and page differences should be resolved with the vendor. Digraph lists Standard at $99/month for 30 prompts and 1 brand and Pro at $249/month for 300 prompts and 3 brands across 9 listed AI systems. Normalize businesses, prompt checks, engines, cadence, evidence, client delivery, and current billing terms before comparing value.
Published by Digraph. Competitor capabilities are summarized from the official sources below, reviewed on . This is a product-documentation comparison, not a hands-on benchmark. Confirm current plan limits and coverage with each provider.
Review Digraph’s documented features and AI search visibility evaluation guide before building your shortlist.
Scope’s public agency and pricing pages describe Starter at $25/month for one business and Growth from $79/month for unlimited businesses, while Digraph lists Standard at $99/month for 30 prompts and one brand and Pro at $249/month for 300 prompts and three brands. A business slot is not a prompt allowance. Calculate the prompts, engines, markets, collection cadence, answer storage, and users your team needs before comparing the monthly totals.
Scope’s agency page says Growth supports agencies with unlimited businesses and explicitly says Scope does not currently offer white-labeling. Its separate billing-and-plans page lists an Agency plan at $249/month for 10 businesses with white-label, client reports, and team management. Treat those as conflicting public claims. Ask Scope for the current plan matrix, effective date, business limit, white-label status, and whether reports are branded or simply exportable.
Scope positions a 0–100 visibility score, competitor gaps, daily updates, and prioritized action plans as an easy client story. Digraph’s public materials emphasize the prompt, full answer, cited URL, source domain, competitor context, and follow-up analysis behind a finding. Use the same buyer questions in both products and record how a reviewer moves from an aggregate score to the actual answer and source that created it.
Scope describes unlimited seats, multi-business dashboards, client-ready reports, an Optimization Agent, and MCP or CLI access on higher plans. Digraph lists three brands on Pro and unlimited brands on Enterprise, with public-plan reports and exports. Test onboarding, permissions, client separation, exports, API or MCP fields, scheduling, and the effort needed to explain a missed recommendation without over-promising a ranking.
Use the same brand, competitors, markets, language, prompt set, active engines, collection window, and reporting format. Record full answers, score definitions, brand position, competitor mentions, citations, cited URLs, source domains, refresh time, checks consumed, and exports. Compare one recurring report and one verified follow-up action before choosing the operating model.
Digraph brings the evidence behind AI-search visibility into one focused workflow.
Review the prompts and tracked answers where your brand appears—or does not.
See cited domains and competing brands alongside the answer patterns you are measuring.
Use the observed gaps to focus research, content planning, and performance review.
Choose a workflow your team can use with its real questions and evidence—not only a feature checklist.
Scope and Digraph both monitor how AI systems recommend brands, compare competitors, and expose cited sources. Scope emphasizes an accessible visibility score, multi-business plans, daily updates, an AI Optimization Agent, and agency workflows. Digraph emphasizes a defined prompt portfolio, answer-level evidence, citations, competitors, and connected analysis. Scope’s public agency and billing pages disagree about an Agency tier and white-label support; confirm those details before purchase.
Evaluate the actual prompts your buyers ask, the AI systems and markets you need to cover, whether response and source evidence are available, how competitors are compared, and how a finding becomes a repeatable action for your team.
Yes. Many teams use more than one research or measurement system. Digraph is designed to provide an evidence-led view of AI answers, prompts, citations, competitors, and follow-up work alongside the tools already used by SEO, brand, and content teams.
Use the same defined prompt portfolio, competitors, markets, AI systems, and reporting period. Review the underlying answers and sources, not only aggregate scores, before deciding which workflow is the best fit.
Compare prompt and model allowances, competitor setup, source analytics, and workflow fit using current vendor documentation.
A GEO and AI advertising platform for AI visibility, content activation, and campaign execution.
Compare published prices and prompt allowances with Profound’s conversation research, AI traffic analytics, shopping, and agent workflows.
Compare prompt-level visibility, citation influence, collection cadence, AI referrals, bot traffic, and API access using official documentation.
An enterprise SEO platform with AI search capabilities.
A broad SEO and digital marketing platform with AI search features.
An SEO platform whose Brand Radar includes AI visibility research and custom prompt tracking.
Compare official pricing, prompt allowances, AI search coverage, and evidence workflows before a fair product trial.
Compare monthly versus annual billing, model and project allowances, answer evidence, and agent-led content workflows using official product sources.
Compare daily engine coverage, prompt and brand limits, Search Console access, and the path from a visibility finding to a fix.
Compare credit-metered AI responses and domain limits with prompt-based plans, engine coverage, and answer evidence.
Compare agency pricing, multi-brand capacity, white-label delivery, AI coverage, APIs, and answer evidence using current vendor pages.
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Compare category-level AI visibility measurement, prompt volume, competitor benchmarks, citations, attribution, and agency delivery using current vendor sources.
Compare credit-based AI search visibility, model coverage, citation insights, content optimization, competitor monitoring, and enterprise controls using current vendor sources.
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Compare prompt and response quotas, model coverage, citations, competitor heatmaps, agent credits, AEO content, and API access using current vendor sources.
Compare credit-based answer volume, engine coverage, citation gaps, page audits, competitor tracking, API access, and agency reporting using current vendor sources.
Compare closed-loop AEO pricing, prompt and model coverage, citation evidence, revenue attribution, optimization agents, MCP, and agency workspaces using current vendor sources.
Compare standalone AEO pricing, prompt and answer limits, three-engine coverage, CRM context, citation analysis, and evidence workflows using current vendor sources.
Compare Foglift and Digraph on AI visibility monitoring, technical audits, citations, competitors, action workflows, developer access, and published pricing.
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