What is NeuroRank™ for IPOs and listed companies?

A human-led, platform-assisted system that improves brand visibility and factual recall inside AI search (ChatGPT, Gemini, Claude, Perplexity, Google AI Overview). It applies LLM SEO and GEO to equity stories using only public and approved IR content.

Does this replace IR, PR, or traditional SEO?

No. IR manages disclosures, PR manages media, and SEO manages web visibility. NeuroRank™ adds an AI search layer so models recall accurate facts. Workflows run alongside IR and legal approvals.

What is GEO and how is it used here?

GEO (Generative Experience Optimization) structures entities, claims, and sources so AI systems generate accurate answers. It complements search engine optimization with AI-first patterns.

Which markets and languages do you support?

Coverage includes USA, Europe, APAC, India, and MENA. Language scope is set per engagement; English is standard, with localized prompts and governance where required.

What inputs do you need from us?

Public filings, approved IR pages, fact sheets, leadership bios, product documents, and a point of contact for legal/IR review. No non-public information is required.

How fast do programs start showing impact?

Week 1 baseline and risk map; fixes begin in Weeks 2-4; ongoing guardrails and reporting thereafter. Timelines vary by market scope and approval cycles.

What can you do during a quiet period?

Activities are limited to public, pre-approved materials and governance workflows. No speculative claims or forward-looking statements are created.

How is success measured?

Core KPIs include Prompt Inclusion Score, Hallucination Index, AI Overview Presence by market, Source Coverage, and Consistency Rate across titles, ownership, and KPIs.

What integrations are available?

Workflows support CMS (WordPress or Headless, Contentful), PR wire (Business Wire, GlobeNewswire), analytics (GA4, Adobe), DAM (Bynder, Brandfolder), and SSO.

Is this a tool or a service? Who does the work?

Pulp Strategy leads strategy, editorial, and governance. The NeuroRank™ platform accelerates diagnostics, validation, and reporting. Engineer, Seed, and Knowledge Graph Stitching are human-led.

How is data handled and secured?

Public-source prioritization, read-only crawls for sensitive sections, SSO, audit logs, role-based access, and least-privilege workflows. Periodic security reviews are standard.

How is pricing structured?

Pricing is on request. Packages include Single Market, Multi Market, and Enterprise with add-ons for Governance SLAs, Agency Enablement, and Quarterly Model Drift Audits.

The GEO Benchmark Index 2025 | AI Search, Visibility & Brand Discovery -

The GEO Benchmark Index 2025: How AI Search is Rewriting Visibility and Brand Discovery

A first-of-its-kind research study revealing how large language models, ChatGPT, Gemini, Claude, and Perplexity, are reshaping visibility, SEO performance, and trust in the age of AI-led discovery.

Executive Summary

AI-powered search has triggered the most significant shift in digital visibility since Google’s launch. The GEO Benchmark Index 2025, powered by NeuroRank™, maps how generative engines decide which brands appear, vanish, or get misrepresented.

The study draws on:

70

brand audits

4,08,000

prompt simulations

4

Cross-model tests across
GPT, Gemini, Claude, and Perplexity

70

CMOs, CEOs, and digital leaders

It uncovers the structural shifts defining tomorrow’s digital competition, from click displacement and hallucination to brand recall and inclusion gaps.

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A single-source, verified view of AI-driven discovery and its impact on brand visibility
Model-specific inclusion, recall, and sentiment parity diagnostics
A practical GEO playbook aligned to the report's findings (audit → engineer → condition → govern)
Actionable governance guidance for marketing, communications, and investor relations teams

Inside the Report

Our comprehensive 156-page report provides actionable insights backed by extensive research and real-world data analysis.

The 1% Click Crisis: Quantifying Traffic Collapse in the AI Era
Hallucination and Trust: Comparative Accuracy of LLMs
Prompt Inclusion Gaps and Brand Recall Loss
Industry wise and B2B vs B2C Discovery Shifts
Regional Dynamics: India, Benchmarks
GEO Best Practices and the NeuroRank™ Framework

Key Insights

Traffic displacement, not fluctuation

AI summaries divert clicks even when impressions remain stable.

Prompt inclusion drives brand presence

Visibility now depends on semantic authority and machine legibility, not backlinks.

Hallucination and misattribution risk

Brand omission and misattribution demand factual reinforcement and governance.

B2B vs B2C divergence

Verification behavior differs by context; the study outlines distinct pathways to restore trust and recall.

GEO as an operating model

LLM signal audits, prompt inclusion mapping, source seeding, and knowledge graph stitching emerge as the remediation stack.

The NeuroRank™ GEO Framework

A five-pillar system to diagnose, engineer, and sustain brand visibility in AI ecosystems.

NeuroRank™ blends design thinking, behavioural insight, and AI diagnostics to simulate how models interpret brand authority, bridging storytelling with algorithmic cognition.

About the Authors

Published by Pulp Strategy Communications Pvt. Ltd., digital consulting and martech firm specializing in AI-powered visibility engineering. Pulp Strategy uses AI and technology to accelerate growth, optimise performance, and strengthen market leadership.
The GEO Benchmark Index 2025 was developed under the NeuroRank™ framework to analyse how AI models interpret, trust, and rank brand entities.

Stay Visible in the AI Discovery Era

Download The GEO Benchmark Index 2025 to understand how generative AI is reshaping digital attention and what your brand must do to stay seen.