RAG vs Fine-Tuning: Choosing the Right LLM Approach for Your Product
Both RAG and fine-tuning improve LLM performance on your specific use case — but they solve different problems. Here's how to choose.
SEO & Marketing$2K – $8K/month
SEO & Digital Marketing
Rank in search. Appear in AI. Grow your audience.
best software development company
AI Overviewvirinchisoftware.com
Organic #1virinchisoftware.com
Organic #2virinchisoftware.com
GEO Citationvirinchisoftware.com
Cited by ChatGPT · Perplexity · Google AI
3–6mo
Organic growth timeline
4x
Avg. citation increase
100%
Monthly reporting
2-week
Onboarding sprint
THE CHALLENGE
Sound familiar?
- Your website ranks but doesn't appear in Google AI Overviews or ChatGPT answers
- Competitors are getting cited by AI tools — your brand is invisible in AI search
- You're not sure how to adapt your SEO strategy for the AI era
- You need more organic traffic but your current agency isn't delivering
- You have a product but no systematic digital marketing engine
OUR APPROACH
How we solve it
We audit your current digital presence, map the gap between where you are and where AI-powered search is evolving, and build a marketing programme that covers traditional SEO, paid channels, and the new AI visibility layer — so you grow on all fronts.
What you receive
- Technical SEO audit and fix plan
- AI Overview and GEO citation opportunity map
- Content strategy and 90-day editorial calendar
- Monthly performance reporting with AI citation tracking
- Google Ads and/or LinkedIn Ads campaign setup and management
OUTCOMES
What you walk away with
01
Improved organic rankings for target commercial keywords
02
Brand citations in Google AI Overviews and generative search engines
03
Increased qualified traffic and lead volume from search
04
A documented content and SEO system your team can own long-term
OUR DIFFERENCE
Why SEO & Marketing from Virinchi
AI-era SEO
We optimise for both traditional Google rankings and the new AI visibility layer — AIO, GEO, and LLM citations.
Data-driven execution
Every decision is backed by keyword data, citation audits, and competitor benchmarking — not guesswork.
Full-funnel coverage
From technical SEO to content, paid search, and AI citation building — one team handles the complete acquisition engine.
USE CASES
Real-world applications
AI Visibility for IT Services Companies
Get your software development or IT services brand cited in AI answers when prospects search for vendors in your category.
Lead Generation via Organic Search
Build a content and SEO engine that drives consistent qualified inbound traffic — without dependence on paid ads.
Full-Stack Digital Marketing for Startups
End-to-end digital marketing from SEO and content to paid search — one team managing the full acquisition funnel.
HOW IT WORKS
Our delivery process
01
Audit
Full technical SEO audit, keyword gap analysis, AI citation audit, and competitor benchmarking.
02
Strategy
Content strategy, AI visibility roadmap, paid media plan, and 90-day execution calendar.
03
Execution
On-page fixes, content production, link building, AIO/GEO optimisation, and ad campaign launch.
04
Grow
Monthly reporting, iterative optimisation, citation monitoring, and strategy adjustment based on results.
Is this right for you?
Best suited for
- IT services and SaaS companies that want to rank for competitive B2B keywords
- Businesses that want to appear in Google AI Overviews for their product category
- Companies investing in content but not seeing traffic or lead results
- Startups preparing for growth who need a full digital marketing engine from scratch
Not the right fit for
- Companies looking for overnight ranking guarantees
- Businesses with no budget for content creation
Engineering Stack
Built with the tools that matter
38 production-grade technologies — every one battle-tested in shipped products.
INVESTMENT
Engagement & pricing
$2K – $8K/month
Ongoing retainer or 3-month sprint
- Monthly retainers include strategy, execution, and reporting
- 3-month sprints available for audit + quick-win campaigns
- Paid ad spend is billed separately at cost
Ready to start?
Get a detailed proposal within 48 hours. No commitment required.
Frequently Asked Questions
Didn't find what you were searching for? Reach out to us at [email protected] and we'll assist you promptly.
Traditional SEO optimises for Google's algorithm to rank blue links. GEO (Generative Engine Optimisation) optimises for AI systems — ChatGPT, Perplexity, Google AI Overviews — so your brand gets cited when those engines answer questions related to your business. Both matter; we do both.
AIO SEO stands for AI Overview Optimisation. It focuses specifically on earning citations in Google's AI Overviews — the AI-generated summaries that now appear at the top of Google results for many queries, above traditional rankings.
Technical fixes and on-page changes typically show impact within 4–8 weeks. Content-driven organic growth takes 3–6 months to compound. AI citation programmes can show measurable improvement within 6–10 weeks once content changes are indexed.
FROM OUR CLIENTS
Built with teams who ship
The team took our AI concept from whiteboard to production in 10 weeks. The architecture they designed handles 10x our expected load with no issues.
Insights
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READY TO START?