Good questions.
Clearer answers.

Zeneral offers custom web crawling and external intelligence for reputation, markets, and risk. Start with a data requirement or a business question.

Commission structured web data for your own workflow, or start with a business question: what is driving a conversation, what changed at a competitor, whether two prices are comparable, or what your advisers should investigate. We scope the monitoring and specialist research around that question, then agree how you will receive the findings.

Zeneral is DataZeneral under our new domain, zeneral.ai. The business, team, and client relationships continue.

You are working with the same company and its experience in managed web data extraction and delivery. Alongside custom web crawling, our intelligence services address reputation, competitors, prices, and emerging risks. The journey continues from collecting observations to comparing them, understanding context, and organising evidence for the people making decisions. Headrun Technologies Pvt Ltd remains the operator named in this website’s enquiry privacy notice.

Our client portfolio spans consumer brands, financial services, technology, marketing, property, education, healthcare, and hospitality.

Zeneral is the new domain for DataZeneral, so these are the same business’s client relationships. Explore the portfolio for company introductions. A company’s own products and capabilities are background about that company; they are not a description of a specific project we delivered.

Yes. Related questions can be scoped together, with clear sources, deliverables, and review responsibilities.

A competitor launch might need conversation monitoring, a review of positioning changes, and a price comparison. We agree the connected questions and priorities first, so each observation contributes to a useful picture rather than an unstructured collection of data.

You can begin with a business question. A managed engagement can include collection, research, review, and delivery.

Tell us what you need to understand and who will use the result. We will agree the inputs, responsibilities, and delivery approach with you. Your team’s business context matters; owning a collection pipeline is not a prerequisite for discussing a research or monitoring engagement.

Yes. Zeneral offers custom web crawling, scoped around your target sources, required records, and delivery needs.

You can commission a focused extraction or an ongoing managed feed. We assess source feasibility, define the fields and page scope, agree representative samples, and establish delivery and maintenance arrangements. Your own team can use the resulting data; an intelligence research engagement is optional.

Share target URLs, example records, required fields, expected volume, refresh needs, and the intended delivery destination.

Also explain which pages are in scope and how your team plans to use the records. We turn those inputs into an agreed data specification, including access requirements and checks for a useful result. Public examples are a good starting point; detailed access arrangements should be discussed separately.

The data specification includes the required record structure, format, and handoff method.

Tell us whether you need files such as CSV or JSON, or a handoff into a receiving system. We review the delivery and integration requirements during scoping and confirm what the engagement will support. A delivery format, API connection, or automatic import should be an agreed requirement, not an assumption.

Yes. An ongoing managed collection service can be scoped around an agreed refresh and delivery cadence.

We define the watchlist, page coverage, fields, expected volume, and operating arrangements. Source constraints and your workflow determine a suitable cadence. Changes to the source list or record structure should be reviewed against the data specification rather than silently changing the feed.

Maintenance responsibilities and how source changes are handled are defined as part of an ongoing crawling engagement.

Page layouts, field locations, and access conditions can change. We agree how affected collection will be reviewed, what adjustments are in scope, and how gaps or changed requirements will be communicated. This gives your team a managed service to discuss rather than an assumed promise of uninterrupted coverage.

Representative records are reviewed against the agreed fields, page scope, and quality requirements before expanding collection.

The specification can address required fields, duplicate handling, variants, observation context, and volume checks. The purpose is to verify that the records suit your workflow and to identify limitations early. Sample acceptance does not mean every future source change or missing record can be ruled out.

Coverage depends on the source and the agreed scope. We check feasibility before making a commitment.

Access conditions, available fields, platform restrictions, and collection methods vary. Share the sources and observations you need, and we will assess what can be collected, how often, and where the limits are. A source appearing in an illustrative animation is not a promise of universal or continuous coverage.

Yes. Target pages and examples of the fields you need make the feasibility discussion more concrete.

Useful inputs include the relevant URLs, a sample record, required fields, entities or products to match, and the business reason for collecting them. We agree the scope and access requirements before work starts. A source list helps define the work; it does not by itself establish collection permission or completeness.

Refresh and reporting cadence are agreed for each engagement, based on the source and the decision you need to make.

Collection frequency, analyst review, and delivery frequency can differ. A useful brief makes all three explicit. We also agree how observation times and gaps will be communicated, so your team understands how current the evidence is. We do not promise a universal real-time feed.

Historical research can be scoped where relevant records are accessible. Available history varies by source.

Tell us the period, entities, and questions you need to investigate. We will assess accessible records and explain the coverage limits. Monitoring a source from today does not recreate everything that happened before collection began, and missing records should remain visible as a limitation.

We look at the discussion behind the volume: recurring concerns, emerging themes, influential posts, and the evidence for follow-up.

A count tells you that attention changed; a review helps explain what might be driving it. The agreed engagement can combine a private social-intelligence workspace with issue timelines and specialist briefings. Your communications team uses that context to decide its response and escalation approach.

A scoped review can connect changes in products, positioning, campaigns, announcements, and selected public sources.

We organise what changed, when it was observed, and the evidence behind the comparison. An announcement is an observation; an assessment of its likely significance is interpretation. Keeping those separate helps your team review the reasoning and identify what still needs investigation.

The comparison starts with product matching and the terms of the offer, not just the displayed price.

We agree the product variants, markets, and retailers in scope, then account for factors such as promotions, delivery, currency, tax treatment, stock status, and observation time. Uncertain matches should be flagged. Your team remains responsible for pricing decisions.

They organise relevant evidence and changes for your legal, compliance, and professional advisers to review.

Diligence research can produce an indexed evidence dossier, entity timelines, and unresolved questions. Compliance monitoring can produce source-linked notice registers and agreed follow-up trackers. Entities, jurisdictions, authoritative sources, and review responsibilities are defined in the brief.

Deliverables are agreed around your question: a monitoring workspace, a briefing, a comparison, or an organised research dossier.

The existing social-intelligence workspace supports ongoing exploration of configured sources. Other services are scoped research and monitoring engagements with agreed outputs. We define the format, evidence references, review cadence, and handover requirements before work begins; not every service is a self-service software module.

We agree what a useful result looks like and review representative examples against the scope.

That includes the fields, matching rules, source references, and context your team needs. Collection and specialist review address different parts of quality: what was observed, and how it should be understood. Gaps and uncertainty need to stay visible. We do not claim that a large dataset guarantees completeness or accuracy.

A source change or collection gap needs review against the agreed scope and maintenance arrangements.

We establish how changes, limitations, and follow-up work will be handled for your engagement. A missing observation should not be treated as proof that nothing happened. Collection recovery, revised sources, and any changes to deliverables need to be discussed in context.

Yes. Zeneral offers ongoing monitoring programmes and focused investigations, both scoped through consultation.

Monitoring suits questions that develop over time, with an agreed watchlist and review rhythm. A focused investigation suits a defined decision or event that needs a closer look. The right engagement depends on the question, available evidence, and how your team will use the result.

Source access and collection constraints are part of the scope, not assumptions to skip.

We assess relevant public or appropriately authorised sources and the requirements for using them. Restricted access, unavailable fields, and technical limits must be addressed before a commitment is made. We do not promise unrestricted collection or bypassing access controls.

Our services provide research, evidence gathering, and monitoring for client advisers. Legal advice and sign-off remain with the appropriate professionals.

We can help organise records, identify inconsistencies, and keep selected regulatory developments in view. Your advisers determine legal significance, applicability, and the actions required. An evidence dossier or notice tracker does not certify compliance or replace a legal opinion.

Keep the public form and website chat to a high-level business question. Do not include credentials, confidential documents, or sensitive personal information.

Discuss detailed sharing and access arrangements with the team before transferring sensitive material. The workspace uses account and project access controls; your engagement should define who may review the work. The enquiry privacy notice explains how public website submissions are handled.

The website scenarios use fictional data. The assistant offers service guidance; AI answers, when available, can make mistakes.

The simulations explain how a question can be investigated and do not access private customer projects. The assistant’s approved knowledge describes our public services. Our team confirms engagement scope and proposals, and specialist review provides context for research deliverables. An animation is not evidence that a live investigation has taken place.

Pricing follows the agreed scope: sources, crawl complexity, volume, refresh requirements, research depth, and deliverables.

We discuss the work your decision requires and provide a proposal around it. An ongoing watch and a focused investigation may need different collection and review effort. There is no universal price list or automatic discount promise on this website; commercial terms are agreed with the team.

Bring your business question, the subjects or products in scope, the markets that matter, and how you intend to use the result.

If you have them, add public source URLs, the time period, examples of required fields, and your preferred output. Let us know who needs the evidence and any decision date. A clear first brief helps us assess feasibility and agree a useful demonstration without asking you to design the technical solution.

You can explore the fictional scenarios here and request a tailored demonstration around your business question.

We will discuss what can be shown and what would need a separately scoped evaluation. A demonstration illustrates the approach; a publishable research result or production data programme requires agreed sources and deliverables. Access to the private workspace is arranged through the team rather than a self-service trial.

Timing is agreed after the feasibility and scope discussion. We do not promise a fixed turnaround for every question.

Source access, the work required, review depth, and delivery format all affect the schedule. Tell us your decision date at the outset. We can then discuss achievable milestones, dependencies, and the first useful deliverable as part of the proposal.