First: Separate Traditional SEO, GEO, and AI Software Engineering
Traditional SEO drives organic traffic from Google SERPs. GEO optimizes brand inclusion and citation share when AI engines synthesize answers for commercial intent queries. AI software engineering handles internal business processes: CRM automation, agents, and lead routing.
A reputable agency clearly distinguishes these layers. If a vendor promises #1 Google rankings, total AI domination, and custom AI chatbots without a discovery phase, request a detailed breakdown of deliverables.
- SEO: Technical crawl health, organic search traffic, keyword rankings
- GEO: Prompt mapping, citation share, entity signals, AI search presence
- AI Operations: Automated workflows, agents, CRM lead routing
Audit the Agency's Measurement Methodology Before Execution
Prior to kickoff, an agency must demonstrate how buyer prompt maps are constructed: query selection, monitored AI engines, benchmark frequency, and citation definition. A single manual screenshot from ChatGPT is not a valid performance metric.
Ask how brand vs. non-branded prompts are categorized, how positional rank and sentiment are tracked, and how citation growth maps to inbound leads. Performance metrics and audit schedules must be defined in your contract.
- Fixed prompt map architecture and Month 1 baseline benchmark
- Consistent recurring scans using standardized testing methodology
- Distinct tracking for AI visibility vs. organic search traffic vs. conversion leads
- Transparent scope limits: what the agency controls vs. CMS/market dependencies
Evaluate Content Quality & Third-Party Signal Distribution
AI language models cite precise, verifiable facts over marketing slogans. Ask to review the agency's fact-checking process, product comparison frameworks, and expert attribution methods. Mass-generating generic AI copy creates hallucination risks and harms brand trust.
GEO extends beyond your domain. The agency should explain which independent third-party sources (Reddit, industry reviews, vertical directories) influence your category and how off-site distribution is executed without low-quality link spam.
- Copy validated with subject-matter experts and product owners
- Substantive claims backed by verifiable sources or clear disclosures
- Off-site mentions selected by authority and vertical relevance, not raw link volume
- Continuous content updating protocol as pricing, SLAs, or market conditions evolve
Compare Retainer Proposals by Scope of Responsibility
Two retainer proposals with identical pricing can represent vastly different execution capacity. Compare deliverables by senior team access, review timelines, technical engineering units, reporting depth, and protocols for pausing underperforming backlog items.
Ensure your agency possesses local market expertise and multi-lingual capabilities in English, Hebrew, and Russian where your buyer audience requires it.
