Answer Engine
Frequently Asked Questions
Straight answers on AI and automation, GEO and AI search, SEO, lead generation, CRM and revenue operations, websites and conversion. Every question has its own page with the complete answer — no guaranteed rankings, no invented statistics.
31 questions
- GEO & AI SearchWhat is GEO (Generative Engine Optimization)?GEO is the practice of making a business legible, verifiable and consistently described across the web so AI answer engines can find, trust and cite it. The term comes from a 2024 academic p…Read the full answer→
- GEO & AI SearchHow does GEO differ from SEO?SEO earns a ranked link a person clicks. GEO earns a citation inside an answer a model generates. They share foundations — crawlable pages, genuine topical depth, credible references — but o…Read the full answer→
- GEO & AI SearchHow do AI engines decide which businesses to cite?They draw on a trust graph rather than a ranking: whether your organisation resolves as a clear entity, whether independent sources describe you consistently, whether your content is structu…Read the full answer→
- GEO & AI SearchShould we block AI crawlers in robots.txt?Only if you understand which decision you are making. Blocking training crawlers such as GPTBot is a legitimate content-licensing choice with no direct search penalty. Blocking retrieval cra…Read the full answer→
- GEO & AI SearchHow do you measure AI visibility?Through share of answer and citation share, sampled repeatedly across a fixed prompt set on each platform, against a baseline taken before work starts. Generated answers are non-deterministi…Read the full answer→
- AI & AutomationWhat is AI automation?AI automation applies artificial intelligence to tasks that previously needed human judgement — reading documents, classifying enquiries, drafting responses, retrieving internal knowledge. I…Read the full answer→
- AI & AutomationWhat are AI agents for business?An AI agent is a system that pursues a goal across several steps rather than answering one prompt — retrieving information, calling tools, and deciding what to do next. In business use it wo…Read the full answer→
- AI & AutomationWhat is a digital employee?A digital employee is an AI system scoped to own a defined role rather than a single task — handling first-line enquiries, qualifying leads, or maintaining records — with the same clarity a…Read the full answer→
- AI & AutomationWhere should a company start with AI?With a process that is high-volume, rule-bound and low-consequence if wrong. That produces a measurable return quickly and builds the internal confidence needed for harder use cases. Startin…Read the full answer→
- SEOHow long does SEO take to work?Technical fixes can register within weeks. Content and authority compound over months, which is exactly why they are defensible once established. Anyone promising rankings on a fixed date is…Read the full answer→
- SEOHow much does SEO cost?It depends on the competitive set, the state of the site, and whether content production is included. Meaningful ranges only exist after a scoping conversation. Be cautious of fixed low mont…Read the full answer→
- SEOWhat is technical SEO?Technical SEO is the work of making a site reliably crawlable, indexable and fast — site architecture, internal linking, structured data, Core Web Vitals, canonicalisation and redirect integ…Read the full answer→
- Lead GenerationWhat is lead generation?Lead generation is the system that identifies people in market, captures them at the point of intent, qualifies them, and routes them to the right owner while interest is still warm. It is a…Read the full answer→
- Lead GenerationDo we need more leads or better conversion?Usually better conversion first. Improving the rate at which existing traffic converts costs less than acquiring more of it, and the gain applies to every future visitor. We audit the curren…Read the full answer→
- CRM & AutomationWhat is marketing automation?Marketing automation delivers the right message at the right moment based on what someone actually did, rather than on a fixed schedule. In practice it closes the gaps where revenue leaks: t…Read the full answer→
- CRM & AutomationWhat is revenue operations (RevOps)?Revenue operations is the work of making marketing, sales and finance agree on one version of the truth: clean CRM data, pipeline stages with clear entry and exit criteria, and attribution t…Read the full answer→
- CRM & AutomationHow do you measure marketing ROI?By connecting channels and campaigns to booked revenue rather than to clicks, with the limits of the model stated rather than hidden. Multi-touch attribution is a model, not a measurement —…Read the full answer→
- Web & ConversionWhat is conversion rate optimization (CRO)?CRO is the practice of increasing the share of visitors who take a meaningful action, by removing friction and testing changes against real behaviour. Because it improves traffic you have al…Read the full answer→
- Web & ConversionWill a website redesign hurt our search rankings?It can, and when it does the cause is almost always redirects and structure rather than design. URLs that change without mapping, content that is cut, and internal links that disappear all d…Read the full answer→
- Lead GenerationHow much do Google Ads cost?Cost is set by auction, so it depends on your industry, geography and how competitive your keywords are — cost per click ranges from under a dollar to well over a hundred in some professiona…Read the full answer→
- SEOWhat is local SEO?Local SEO is the work of appearing when someone searches with local intent — the map results and location-based queries. It runs on different signals from national search: proximity, profile…Read the full answer→
- AI & AutomationHow do we know if we are ready for AI?Readiness is less about technology than about decisions: whether your data supports the use case, whether the process is defined enough to automate, who reviews output, and what happens when…Read the full answer→
- SEOWhat is content decay?Content decay is the gradual loss of traffic and rankings from pages that previously performed. It happens as competitors publish better material, facts go stale, internal links break, or a…Read the full answer→
- CRM & AutomationShould we fix our CRM or replace it?Usually fix it first. Most CRM complaints trace to architecture and data hygiene — duplicate records, stages meaning different things to different people, fields nobody fills honestly — and…Read the full answer→
- Lead GenerationWhat is a growth audit, and what should it produce?A growth audit diagnoses where growth is actually constrained — visibility, conversion, qualification, follow-up or retention — rather than assuming it is the channel you spend most on. It s…Read the full answer→
- Web & ConversionHow much does a website cost?It depends far less on page count than on what the site has to do. A brochure site, a conversion-focused build with integrations, and an e-commerce store with a complex catalogue are three d…Read the full answer→
- Web & ConversionHow long does a website project take?Most builds run weeks to a few months. The constraint is rarely development — it is content, approvals and access. Projects that slip almost always slip on material that had to come from the…Read the full answer→
- SEOWhat is e-commerce SEO?E-commerce SEO is search optimization for large catalogues, where the dominant problems are structural rather than editorial: faceted navigation generating near-infinite URLs, similar produc…Read the full answer→
- Lead GenerationWhat is demand generation, and how is it different from lead generation?Lead generation captures demand that already exists. Demand generation creates it — building awareness and intent among buyers who are not yet searching. Most businesses need both, and the c…Read the full answer→
- AI & AutomationHow can AI improve sales performance?Mostly by returning hours, not by selling. Research, data entry, follow-up scheduling and proposal assembly consume a large share of a seller's week. Automating that work gives those hours b…Read the full answer→
- GEO & AI SearchWhat is digital PR, and how does it differ from link building?Link building chases domain authority and counts placements. Digital PR earns accurate description in sources your buyers and AI engines already trust. For generative retrieval, an unlinked…Read the full answer→
Browse By Topic
GEO & AI Search
How AI answer engines find, trust and cite businesses.
AI & Automation
Applying AI to real processes, agents and digital workers.
SEO
Search visibility, technical foundations and authority.
Lead Generation
Turning demand into qualified, routed pipeline.
CRM & Automation
Revenue operations, attribution and lifecycle systems.
Web & Conversion
Sites that rank, get cited and convert.
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