A reviewed buyer-question analysis or a continuous agent-experience platform?
Request free analysisViziquo is a managed, human-reviewed AI visibility analysis delivered through a customer dashboard, complete conversation and source evidence, site- and page-level technical readiness, prioritized recommendations, and implementation-ready tasks. Scrunch is an ongoing AI-search and agent-experience software platform with recurring prompt monitoring, competitor and citation analytics, automated Signals, site and page audits, AI-agent traffic, GA4 referral reporting, integrations, and a separate content-delivery platform for AI agents.
If your main need is a reviewed answer to how realistic buyers encounter your brand, what the evidence means, and which work your team should implement next, Viziquo is designed for that job. If your main need is to operate continuous monitoring, automated opportunity discovery, crawler and referral analytics, page optimization, or AI-specific content delivery, Scrunch is likely the better fit.
The two approaches are not mutually exclusive. A team can use Viziquo for a controlled research, interpretation, and implementation cycle and Scrunch for ongoing monitoring and agent-experience operations between reviewed analyses.
Viziquo is not a static report with no dashboard or trend tracking. Its dashboard stores completed runs, compares current and prior results, exposes complete conversations and source evidence, includes site- and page-level technical readiness, and carries reviewed findings into recommendations and tasks.
Scrunch is not a metrics-only dashboard. It exposes monitored answers, compares competitors and citations, analyzes sentiment and placement, generates automated Signals, audits pages, monitors crawler and referral traffic, and can deliver AI-specific content through AXP.
The public Freshdesk example demonstrates visibility, framing, evidence, trends, technical readiness, page analysis, recommendations, and tasks.
The meaningful distinction is therefore not audit versus dashboard or actions versus no actions. It is a managed, human-reviewed buyer-question analysis and implementation handoff versus an ongoing software environment that helps an internal team observe, investigate, optimize, and manage AI-agent experiences.
| Evaluation question | Viziquo | Scrunch |
|---|---|---|
| What is it? | A managed analysis workflow with a customer dashboard. Viziquo models the market and buyers, runs buyer-style conversations, evaluates site and page readiness, reviews material evidence, tracks completed runs, and turns findings into recommendations and implementation tasks. | An ongoing AI-search and agent-experience platform for prompt monitoring, competitor and citation analysis, automated Signals, site optimization, agent traffic, AI referrals, reporting, integrations, and AI-specific content delivery. |
| What is the primary value? | Human-reviewed interpretation and implementation guidance connecting buyer intent, organic discovery, recommendation strength, brand framing, citations, retrieved sources, competitor displacement, and technical readiness. | Continuous monitoring and optimization across AI platforms, prompts, countries, languages, competitors, sources, pages, crawlers, and connected workflows. |
| How are questions selected? | Viziquo creates a brand profile, competitive set, and buyer personas with goals, pain points, decision criteria, search objectives, and likely behavior before writing questions classified by intent, context, discovery category, and response type. | Scrunch supports manual and bulk entry, CSV upload, SEO-keyword conversion, AI-generated questions, and Prompt Templates. Prompts can be organized by topics, stages, tags, personas, countries, languages, and platforms. |
| How do personas affect the test? | Personas shape the research design, question, response-dependent follow-up path, evidence analysis, and reporting. | Persona descriptions help generate prompts and organize results. Scrunch's current documentation says they are not injected into the monitored response; persona geography can affect collection location. |
| Does it test conversations? | Viziquo runs multi-turn conversations and can ask response-dependent follow-ups where the buyer scenario warrants them. | Scrunch repeatedly collects independent cold-start prompt variants. Its public methodology does not document an equivalent adaptive multi-turn buyer-conversation protocol. |
| How often does it update? | Each Viziquo run creates a dated snapshot, and the dashboard tracks change across completed runs. Re-run timing depends on the engagement; Viziquo does not publish a universal automatic-refresh cadence. | New prompt variants are collected daily for two weeks, then every 72 hours. A user can trigger an on-demand refresh for an individual variant. Signals’ Observability feed refreshes nightly. |
| Which AI platforms are covered? | Viziquo's current demonstrated methodology tests ChatGPT, Claude, Gemini, Google AI Overview, and Perplexity separately. | Scrunch currently documents nine supported platforms overall: ChatGPT, Perplexity, Google AI Overviews, Google AI Mode, Gemini, Claude, Microsoft Copilot, Grok, and Meta AI. Availability varies by subscription and configuration. |
| How are competitors compared? | Reviewed analysis measures who appears when the brand is absent, then breaks displacement down by buyer, intent, question context, discovery category, provider, evidence, framing, recommendation strength, and completed run. | Scrunch compares presence, answer position, sentiment, citations, and trends. Signals can flag prompts where a competitor appeared and the selected brand did not, and Suggested Entities can identify additional competitors. |
| How are citations analyzed? | Viziquo separates answer citations from sources retrieved before the answer, distinguishes source ownership and type, and connects each row to the tested buyer, intent, context, provider, and complete conversation. | Scrunch provides domain- and URL-level citation frequency, consistency, share, ownership, topics, influence, associated prompts, trends, brand or competitor mentions on cited pages, and exports. |
| How is brand framing handled? | Human review evaluates tone, recommendation strength, dominant narrative, positioning frames, risks, opportunities, positive associations, recurring caveats, missing desired associations, and differences by buyer, provider, competitor, and source. | Scrunch provides positive, mixed, and negative sentiment, answer position, prompt-level response evidence, and brand-protection Signals when negative third-party sources influence an answer. |
| Does it include technical site checks? | Yes. Viziquo checks robots.txt, selected crawler access, sitemap discovery and parsing, llms.txt, and llms-full.txt at website level. It evaluates discovered pages for fetchability, redirects, CAPTCHA or bot barriers, crawler access, indexability, metadata, canonical tags, structured data, and content extractability. | Yes. Scrunch Site Audit checks robots.txt, AI-bot access and response, load time, JavaScript-independent content, metadata relevance, page length, and static-versus-rendered content. Site Map adds crawled structure, page metrics, Deep AI Audits, and optimization suggestions. |
| Does it report actual crawler visits? | Viziquo currently provides external readiness evidence and does not claim first-party server- or CDN-log analytics. | Scrunch Agent Traffic reports observed AI-bot requests, pages, agents, trends, and retrieval, indexing, or training categories when infrastructure data is connected. |
| Does it report AI referral outcomes? | Viziquo currently does not claim first-party AI referral or conversion reporting inside the product. | Scrunch can connect GA4 to report AI-originated sessions, views, landing pages, transactions, revenue, and conversion rates. |
| Does it deliver content to AI agents? | Viziquo identifies and specifies the technical, content, positioning, comparison, or authority work. Implementation remains with the customer's team or partner unless separately scoped. | Scrunch's separate Agent Experience Platform can serve simplified, structured, server-rendered HTML to known AI retrieval agents at the CDN layer while humans see the existing website. |
| How do findings become work? | A Viziquo recommendation can include the problem, why it matters, what is missing, how to act, impact, and evidence. Task briefs can add a target asset, implementation steps, verification, definition of done, context, expected contribution, and side effects. | Scrunch Signals provide automated explanations and actions. Content Gaps can generate content briefs, Site Map can generate page suggestions, and the Optimizer can test whether a page would influence a ChatGPT answer. |
| What is the output? | A dashboard with executive findings, visibility and framing analysis, trends, technical readiness, complete evidence, prioritized recommendations, implementation tasks, reports, exports, and a findings session. | Dashboards, prompt and response history, citation analysis, Signals, site and page views, traffic and referral analytics, PDFs, CSV or Excel exports, MCP, and plan-dependent API, Data Studio, and enterprise controls. |
| What does it cost? | Viziquo is a service engagement. Request an analysis to confirm current scope and pricing. | Starter is currently $250 per month billed annually or $300 month-to-month. Growth is $417 per month billed annually or $500 month-to-month. Enterprise is custom. AXP is a separate product. |
What is it?
Viziquo
A managed analysis workflow with a customer dashboard. Viziquo models the market and buyers, runs buyer-style conversations, evaluates site and page readiness, reviews material evidence, tracks completed runs, and turns findings into recommendations and implementation tasks.
Scrunch
An ongoing AI-search and agent-experience platform for prompt monitoring, competitor and citation analysis, automated Signals, site optimization, agent traffic, AI referrals, reporting, integrations, and AI-specific content delivery.
What is the primary value?
Viziquo
Human-reviewed interpretation and implementation guidance connecting buyer intent, organic discovery, recommendation strength, brand framing, citations, retrieved sources, competitor displacement, and technical readiness.
Scrunch
Continuous monitoring and optimization across AI platforms, prompts, countries, languages, competitors, sources, pages, crawlers, and connected workflows.
How are questions selected?
Viziquo
Viziquo creates a brand profile, competitive set, and buyer personas with goals, pain points, decision criteria, search objectives, and likely behavior before writing questions classified by intent, context, discovery category, and response type.
Scrunch
Scrunch supports manual and bulk entry, CSV upload, SEO-keyword conversion, AI-generated questions, and Prompt Templates. Prompts can be organized by topics, stages, tags, personas, countries, languages, and platforms.
How do personas affect the test?
Viziquo
Personas shape the research design, question, response-dependent follow-up path, evidence analysis, and reporting.
Scrunch
Persona descriptions help generate prompts and organize results. Scrunch's current documentation says they are not injected into the monitored response; persona geography can affect collection location.
Does it test conversations?
Viziquo
Viziquo runs multi-turn conversations and can ask response-dependent follow-ups where the buyer scenario warrants them.
Scrunch
Scrunch repeatedly collects independent cold-start prompt variants. Its public methodology does not document an equivalent adaptive multi-turn buyer-conversation protocol.
How often does it update?
Viziquo
Each Viziquo run creates a dated snapshot, and the dashboard tracks change across completed runs. Re-run timing depends on the engagement; Viziquo does not publish a universal automatic-refresh cadence.
Scrunch
New prompt variants are collected daily for two weeks, then every 72 hours. A user can trigger an on-demand refresh for an individual variant. Signals’ Observability feed refreshes nightly.
Which AI platforms are covered?
Viziquo
Viziquo's current demonstrated methodology tests ChatGPT, Claude, Gemini, Google AI Overview, and Perplexity separately.
Scrunch
Scrunch currently documents nine supported platforms overall: ChatGPT, Perplexity, Google AI Overviews, Google AI Mode, Gemini, Claude, Microsoft Copilot, Grok, and Meta AI. Availability varies by subscription and configuration.
How are competitors compared?
Viziquo
Reviewed analysis measures who appears when the brand is absent, then breaks displacement down by buyer, intent, question context, discovery category, provider, evidence, framing, recommendation strength, and completed run.
Scrunch
Scrunch compares presence, answer position, sentiment, citations, and trends. Signals can flag prompts where a competitor appeared and the selected brand did not, and Suggested Entities can identify additional competitors.
How are citations analyzed?
Viziquo
Viziquo separates answer citations from sources retrieved before the answer, distinguishes source ownership and type, and connects each row to the tested buyer, intent, context, provider, and complete conversation.
Scrunch
Scrunch provides domain- and URL-level citation frequency, consistency, share, ownership, topics, influence, associated prompts, trends, brand or competitor mentions on cited pages, and exports.
How is brand framing handled?
Viziquo
Human review evaluates tone, recommendation strength, dominant narrative, positioning frames, risks, opportunities, positive associations, recurring caveats, missing desired associations, and differences by buyer, provider, competitor, and source.
Scrunch
Scrunch provides positive, mixed, and negative sentiment, answer position, prompt-level response evidence, and brand-protection Signals when negative third-party sources influence an answer.
Does it include technical site checks?
Viziquo
Yes. Viziquo checks robots.txt, selected crawler access, sitemap discovery and parsing, llms.txt, and llms-full.txt at website level. It evaluates discovered pages for fetchability, redirects, CAPTCHA or bot barriers, crawler access, indexability, metadata, canonical tags, structured data, and content extractability.
Scrunch
Yes. Scrunch Site Audit checks robots.txt, AI-bot access and response, load time, JavaScript-independent content, metadata relevance, page length, and static-versus-rendered content. Site Map adds crawled structure, page metrics, Deep AI Audits, and optimization suggestions.
Does it report actual crawler visits?
Viziquo
Viziquo currently provides external readiness evidence and does not claim first-party server- or CDN-log analytics.
Scrunch
Scrunch Agent Traffic reports observed AI-bot requests, pages, agents, trends, and retrieval, indexing, or training categories when infrastructure data is connected.
Does it report AI referral outcomes?
Viziquo
Viziquo currently does not claim first-party AI referral or conversion reporting inside the product.
Scrunch
Scrunch can connect GA4 to report AI-originated sessions, views, landing pages, transactions, revenue, and conversion rates.
Does it deliver content to AI agents?
Viziquo
Viziquo identifies and specifies the technical, content, positioning, comparison, or authority work. Implementation remains with the customer's team or partner unless separately scoped.
Scrunch
Scrunch's separate Agent Experience Platform can serve simplified, structured, server-rendered HTML to known AI retrieval agents at the CDN layer while humans see the existing website.
How do findings become work?
Viziquo
A Viziquo recommendation can include the problem, why it matters, what is missing, how to act, impact, and evidence. Task briefs can add a target asset, implementation steps, verification, definition of done, context, expected contribution, and side effects.
Scrunch
Scrunch Signals provide automated explanations and actions. Content Gaps can generate content briefs, Site Map can generate page suggestions, and the Optimizer can test whether a page would influence a ChatGPT answer.
What is the output?
Viziquo
A dashboard with executive findings, visibility and framing analysis, trends, technical readiness, complete evidence, prioritized recommendations, implementation tasks, reports, exports, and a findings session.
Scrunch
Dashboards, prompt and response history, citation analysis, Signals, site and page views, traffic and referral analytics, PDFs, CSV or Excel exports, MCP, and plan-dependent API, Data Studio, and enterprise controls.
What does it cost?
Viziquo
Viziquo is a service engagement. Request an analysis to confirm current scope and pricing.
Scrunch
Starter is currently $250 per month billed annually or $300 month-to-month. Growth is $417 per month billed annually or $500 month-to-month. Enterprise is custom. AXP is a separate product.
Viziquo claims in this table are based on its current AI Visibility Audit, What You Get, pricing and engagement model, published conversation methodology, and Freshdesk analysis example, verified in August, 2026. Scrunch facts were verified against its official pricing, platform coverage, prompt setup, persona methodology, refresh cadence, Signals, Site Audit, Agent Traffic, AI Referrals, and AXP documentation in August, 2026.
Viziquo starts with the buyer and market.
The analysis builds a brand profile and competitive set, then defines buyer personas with missions, goals, pain points, decision criteria, primary search objectives, and likely behavior. Questions are written in buyer language and classified by persona, intent, prompt context, discovery category, and response type. The tested set includes unbranded, category-led, competitor-led, and brand-aware scenarios. Wording variants reduce the chance that one unusually favorable or unfavorable phrase determines the result. Viziquo's audit methodology
Viziquo runs those questions across ChatGPT, Claude, Gemini, Google AI Overview, and Perplexity. On ChatGPT, Claude, Gemini, and Perplexity, where the buyer scenario warrants it, the next question can respond to the preceding answer. The dashboard preserves the complete conversation and connects it to appearance, recommendation, citations, retrieved sources, competitors, and reviewed framing. How Viziquo runs test conversations
Scrunch starts with a monitored prompt library. A team can add questions manually, paste a list, upload a CSV, convert SEO keywords, or ask Scrunch to generate questions from brand and persona context. Prompt Templates can expand a question across selected AI platforms, countries, languages, and personas. Each resulting prompt variant is collected independently and counts toward the account’s allowance. Official prompt setup and Prompt Templates
Scrunch’s personas are useful, but their current role needs precise language. Persona descriptions inform prompt generation and reporting segments; they are not injected into the monitored response. Persona geography can control the collection location. Scrunch uses cold-start responses so individual account history or memory does not distort the recurring benchmark. Official persona documentation
Neither approach should be described as direct access to the private questions every real buyer types into third-party AI assistants. Viziquo models realistic buyer journeys and tests how the conversation evolves. Scrunch scales a maintained set of prompt variants and tracks their change over time.
Viziquo treats absence as the beginning of the finding. The reviewed analysis asks:
Viziquo does not claim to reveal a proprietary model's internal reasoning. It turns observable patterns into evidence-backed hypotheses and prioritized work. Viziquo's displacement methodology
Scrunch provides strong continuous competitor analysis. Its metrics compare brand and competitor presence, position, sentiment, citations, and trends. The Signals product can identify a Competitive Presence Opportunity when a competitor is mentioned for a monitored prompt and the selected brand is absent. Suggested Entities can surface additional competitors and sub-brands found in response and trends data. Official Signals documentation and Suggested Entities
The practical difference is reviewed buyer-context explanation versus ongoing automated gap detection. Viziquo packages the interpretation and implementation handoff. Scrunch gives an internal team a recurring environment for finding, filtering, and investigating competitive change.
Viziquo keeps several events separate:
The reviewed analysis connects those events to the buyer, intent, context, discovery category, response type, provider, competitor, source ownership, and complete conversation. Viziquo's citation methodology
Scrunch provides detailed recurring citation intelligence. Its Citations tab can group evidence by domain or URL and show associated prompts, response counts, frequency, consistency, platform performance, ownership, brand and competitor mentions, topics, influence, and trends. Summary and detailed exports support outreach, competitive research, and reporting. Official Citations documentation
Viziquo's distinction is the separate retrieved-but-not-cited search-source layer and its connection to the controlled buyer conversation and reviewed action. Scrunch's strength is continuous citation analysis, source opportunity discovery, and operational reporting.
Viziquo reviews how positioning plays out inside complete buyer conversations. It analyzes tone, recommendation strength, dominant narrative, strategic risks and opportunities, recurring positioning frames, positive associations, repeated caveats, and missing desired associations. It then shows how those patterns change by provider, buyer persona, competitor, and evidence source. See Viziquo's Brand Framing deliverable
A brand can appear early in an answer without being recommended, and an answer can use positive language while still steering the buyer toward another option. Viziquo reviews those distinctions rather than treating answer position or sentiment as a direct measure of endorsement.
Scrunch automatically classifies sentiment as positive, mixed, or negative when the selected brand is present. Its position metric records whether the brand appears near the top, middle, or bottom of the response. Brand Protection Signals can surface negative review or community sources that influence monitored answers, and the response evidence lets the user inspect what was actually said. Official metrics and Signals
Both approaches reveal how a brand is represented. Viziquo's distinction is human review of narrative, recommendation behavior, caveats, buyer context, evidence, implications, and response. Scrunch provides scalable sentiment, placement, alerts, and response evidence that an internal team can monitor continuously.
Viziquo performs technical analysis at two levels:
Viziquo places this evidence beside buyer-conversation findings. Discovered pages receive pass, warning, or fail states and can be exported for implementation. No server-log or CDN integration is required for the external analysis. Explore Viziquo's Technical Readiness and Pages deliverables
Scrunch Site Audit checks whether robots.txt exists and allows key AI bots, whether those bots receive a successful response, whether a blocking system can be identified, whether the page loads quickly, whether meaningful content is present without JavaScript, whether title and description match the content, and whether static and rendered output remain consistent. It is a one-time snapshot that can be rerun. Official Site Audit documentation
Scrunch Site Map adds a crawled view of the website and combines page-level Agent Traffic, citations, AI Referrals, audit score, priority, Deep AI Audits, and optimization suggestions. The current documentation says Site Map is still rolling out across organizations. Official Site Map documentation
Scrunch Agent Traffic adds first-party evidence when infrastructure data is connected. It can show observed AI-bot requests, visited pages, user agents, trends, and whether a bot is associated with retrieval, indexing, or training. GA4 integration separately reports human sessions arriving from AI platforms, along with landing pages, transactions, revenue, and conversion rates. Official Agent Traffic and AI Referrals documentation
Scrunch’s separate Agent Experience Platform goes further by serving AI retrieval agents simplified, structured, server-rendered HTML at the CDN layer while human visitors continue to receive the normal website. AXP can map source knowledge, transform content, manage an AI-specific repository, control versions and approvals, deploy through supported edge providers, and monitor delivery. Scrunch states that AXP does not depend on llms.txt. Official AXP overview and delivery methodology
The technically accurate comparison is:
Viziquo provides:
Most importantly, Viziquo carries a reviewed finding into an implementation handoff. A recommendation can state the problem, why it matters, what is missing, how to act, expected impact, and evidence. A task can then specify the target asset, implementation steps, verification requirements, definition of done, context, expected contribution, and potential side effects. Explore What You Get
Scrunch also moves beyond metrics. Signals’ Observability feed runs nightly and can explain what changed, why it matters, and what to do. Brand Content signals cover metadata, content relevance, competitive presence, brand protection, search ranking, content gaps, suggested entities, and prompt optimization. Content Gaps can produce a brief, while Site Map can produce a small set of page suggestions. Some workflows are currently beta or limited to particular platforms. Official Signals documentation
Scrunch supports PDF dashboard snapshots, CSV and Excel prompt exports, detailed and summary citation exports, prompt and persona metadata, custom Explorer dashboards, Enterprise Data API access, a Data Studio connector for eligible accounts, MCP, and enterprise controls according to plan. Official export and Explorer documentation
The difference is ownership of the analytical work. Viziquo includes the research design, evidence review, human interpretation, priority decision, detailed implementation brief, and findings session. Scrunch gives an internal team broad automated findings, data, and workflows to operate continuously, with Customer Success and strategy support according to plan.
Choose Viziquo when your team primarily needs:
Viziquo is particularly relevant when product marketing, brand leadership, or a content team needs a delivered answer to “what does this mean, and what should we change?” without building an internal AI-search analysis operation first.
Choose Scrunch when your team primarily needs:
Scrunch is especially relevant for larger teams with the people, processes, and infrastructure required to maintain prompts, investigate automated findings, coordinate content and technical changes, and manage the additional governance involved in AI-specific delivery.
A combined approach makes sense when you need reviewed buyer research and continuous agent-experience management:
The evidence layers are complementary: Viziquo supplies controlled buyer depth, human review, external technical readiness, and implementation handoff, while Scrunch supplies recurring measurement, automated opportunity discovery, crawler and referral telemetry, and optional AI-specific content delivery.
Viziquo can be an alternative when the buyer's primary need is a managed AI visibility analysis with human-reviewed interpretation, controlled buyer conversations, external site and page readiness, and implementation-ready tasks. It is not a replacement for Scrunch's continuous monitoring, broader platform and geographic coverage, automated Signals, crawler telemetry, referral reporting, integrations, or AXP delivery.
Viziquo delivers a human-reviewed buyer analysis. Scrunch provides continuous answer evidence, competitor and citation analytics, automated Signals, page and site analysis, crawler and referral data, integrations, and optional AI-specific delivery. The distinction is reviewed delivery versus a continuously operated agent-experience platform—not interpretation versus no interpretation.
Viziquo is designed for teams that want the research design, evidence review, human interpretation, priority decision, implementation briefs, and findings session included in the engagement. Scrunch is strong when an internal team wants automated explanations, ongoing monitoring, flexible analytics, and operational tools it can investigate and validate itself.
Yes. Viziquo provides a dashboard for the latest run and tracks visibility, discovery paths, providers, buyer intents, personas, competitor displacement, and citation patterns across completed runs. The dashboard also includes brand framing, recommendations, tasks, evidence, technical readiness, and page analysis. Viziquo does not publish one universal automatic-refresh cadence for every engagement.
Viziquo supports longitudinal comparison across repeated analysis runs, but it is a managed reviewed workflow rather than a continuous self-serve prompt tracker. Scrunch is the better fit for recurring monitoring of a maintained prompt library across selected platforms, countries, languages, competitors, and topics.
Viziquo is the better fit when the team wants human review of narrative, recommendation strength, caveats, desired associations, buyer context, evidence, and the implementation response. Scrunch is the better fit when the team wants recurring sentiment, answer position, brand-protection alerts, response evidence, and competitor benchmarking. Both reveal framing signals, but in different ways.
Viziquo includes sitemap-led external site and page readiness. It checks robots.txt for selected crawlers, sitemaps, LLM files, fetchability, redirects, CAPTCHA or bot barriers, indexability, metadata, canonical tags, structured data, and content extractability across discovered pages. Scrunch checks robots.txt, AI-bot response, page delivery, load time, JavaScript-independent content, metadata, and related content-quality signals. Site Map connects those checks with discovered pages, citations, referrals, and audit scores; Agent Traffic adds observed crawler visits when infrastructure data is connected.
Viziquo provides human-reviewed recommendations and implementation tasks that can specify the target asset, steps, verification, definition of done, evidence, expected contribution, context, and potential side effects. Scrunch provides automated Signals, content-gap briefs, page suggestions, and optimization workflows. The better fit depends on whether the team wants a reviewed implementation handoff or a recurring self-serve opportunity system.
Viziquo checks whether selected AI and search crawlers should be able to access the site and discovered pages, but it does not currently claim first-party log analytics. Scrunch Agent Traffic can report observed AI-bot requests when CDN, hosting, or custom infrastructure data is connected. Expected access and observed access answer different technical questions.
Viziquo identifies the technical, content, positioning, comparison, and authority work and translates it into implementation-ready tasks; it does not currently claim a CDN delivery layer. Scrunch’s separate AXP can serve known AI retrieval agents a simplified, structured version of a page while humans see the normal site. AXP requires infrastructure configuration and governance and should not be assumed to be included in every Scrunch subscription.
No. Viziquo can provide controlled buyer research, human-reviewed interpretation, external site-wide readiness, and implementation-ready work. Scrunch can provide continuous monitoring, automated opportunities, crawler and referral analytics, site optimization, integrations, and AI-specific delivery. A team can use both.
Share your website. We’ll test real buyer questions specific to your brand in ChatGPT and deliver a reviewed analysis showing where your brand appears, how it is framed, which competitors and sources shape the answers, and what to do next.
Full Viziquo analyses include ChatGPT, Claude, Gemini, Google AI Overview, and Perplexity.
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