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What should be followed while scraping data from local citations?

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What should be followed while scraping data from local citations like Foursquare, GMB, Bing Page, Yelp, Yellow Page, Apple Maps, Superpages, and Facebook for competitive analysis and business opportunities?

Scraping data from local citations is pivotal for competitive analysis and identifying business opportunities. It presents a great opportunity for businesses, brands, professionals, academics, companies, and organizations that cater to your needs.

Apart from citations, even verified pages or locations can be valuable when you’re seeking business opportunities, aiming to rank above competitors on the Search Engine Results Page, and conducting product, market, and content analysis for collective insights that help you rethink and reshape your needs.

However, it’s common that when you think big, problems may arise or seem larger than anticipated. So, keep this in mind! Don’t anchor yourself in the deep sea.

You are wrong, and the right choice is chasing the toughest situation with the calm and coolest mindsets through a strategic approach that team SEOSiri does following an aggregation process that fosters the unstructured data into the structured data format for us.

By that means, we never fear to cheese any minor and major competitive analysis and seek business opportunities and data insights because our strategic approach over manually is Automated Data Scraping.

Why do we prefer the Data Scraping Tool not just because of collecting data from local citations but for the entire needs of data insights and technical use cases?

We, along with the experts, prefer to collect data through scraping tools and software due to their efficiency, accuracy, time-saving nature, and cost-effectiveness.

Choose a scraping tool that offers features such as asynchronous and parallel scraping, importing of various data formats, extensibility, robust error handling, and retry mechanisms, handling of complex data importing websites and sessions, IP rotation, scheduled collection, regular expressions, a code-less drag-and-drop interface, and the ability to track and monitor pricing data.

As we know, the data scraping tool is a feature promoted by commands. So, here are the focal points you should consider while seeking filtered data from local citations:

[LESSONS @ nO coSt ]

In SEO, Name, Address, and Phone Number (NAP) are common tier data in local citations. However, other crucial data could play a vital role in brand promotion, branding, and brand awareness (considering both crawl bots and the human eye). These include:

GMB Page citation and local citations

  • Keywords: Find single keywords/phrase keywords and long-tail keywords.
  • Tags: Monitor the most prominent business taglines.
  • Reviews and Ratings: Find the voices of audiences or customers.
  • Business Category: Identify industries by business categories.
  • Business Description: Find the meta title and description in the business title and description.
  • Operating Hours: Detect special hours, high traffic hours, and regular operational hours.
  • Photos and Videos: Find anchor text from visuals, analyze visual content qualities, and measure the visual qualities of products.
  • Website URL: Find the website link.
  • Social Media Links: Find social media links and posts.
  • Order and Booking URL: Help detect the order and booking URL.
  • Other sources: Citation filtering can also assist with other sources while filtering a local citation source on a specific search term, which also provides great hints for finding opportunities.

These are the major focal points that we use to collect, scale, and gather data from various sources. We do this through a highly trusted, locally cited data scraping solution that, also significantly boosts our professional productivity.

So, when you’re scraping data from local citations like Foursquare, GMB, Bing page, Yelp, Yellow Page, Apple Maps, Superpages, Facebook, and several other cited sources, get it done smartly through the intelligent data scraping tool.


Thank you

Website design and web development service provider

Momenul Ahmad: Helping businesses, brands, and professionals with ethical SEO and digital Marketing. Digital Marketing Writer, Digital Marketing Blog (Founding) Owner at SEOSiriSEO Copywriter (Remote) at Octoparse - Octopus Data Inc, SE Ranking AI Writer Reviewer, Web Writer at Washington MORNING, CMO at Organic Agri Pro, Web Developer and Digital Marketing Strategist at nazrulsangeet.com a parental concern of Sangeet Bidya Bithi, (Gopalpur Shishu Shikkha Niketon), Pabna.

How to write a writing rate bargaining letter to write a 100-word social media post?

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Depending on the professional writing skills (including social media, blog posts, and web content), influential potentialities, and activities, the rates for writing and promotion might vary. They could start from $0.05 to $1.5 per word.

If the writing service involves more technical and influential efficiencies, the rates could potentially increase.


“Before promoting your professional skills, understand your worth in the marketplace. -Momenul Ahmad


Why do I need to have to write a bargain rate letter to write 100-word social media posts?

The proposed "social media post writing" offer from the marketing manager:

Working responsibility is quite similar to what you have done in the past. We would like you to write some short paragraphs related to big data or SMBs operations, among which you need to insert "Company" into your insight and how this tool can help address problems for SMBs. The word "Company" will need to be added as a hyperlink (which will be your affiliate tracking link back to our website).

Your income consists of a 30% recurring commission as well as $20 per post! if the performance is good, we can give more bonus. So the first 10 posts will be test posts. Also, we will upgrade your "Company" plan to standard so you can use all the premium functions inside our product.

If the performance is great, for example, at least 5 people click and register, then we will increase the fee to 2–5 times. The rewards you get are in direct proportion to the people you refer. So 20$ will only be the beginning.

And don't forget the 30% recurring commission. Every customer you bring will bring you at least 30$ and as long as he subscribes to the plan, which is very likely, you will get paid the same amount every month. Imagine you bring 50 customers and that’s 1500$ every month and 18,000$ a year, totally passive income.

You have great influence in this area, so I believe the stats are underestimated.

rate bargaining letter to write a 100-word social media post


As for my
Professional Writing Capabilities and Skillsets, the level of Quora Influence hooks me up to bargain on the mentioned post rate and facilities because I write this writing rate bargaining letter.

Writing rate bargaining letter template to write a 100-word social media post:

Subject: Negotiation of Writing Rate for Social Media Post

Hi Hiring Manager,

It’s a pleasure to meet you. I received your message and have a few points to discuss.

Tracking Referrals: How can I keep track of someone I referred? I understand that monitoring may be possible through UTM parameters.

Content Quality: I have a proven track record, so I don’t agree with the concept of ‘test posts’. I believe each post should start as a ‘paid polished copy’ from the outset. If necessary, I’m open to suggestions for re-editing.

Commission Rate: I would like to propose a reduction in the commission rate from 30% to 20%. Please consider this request, especially if there are any issues with the current rate.

Rate per Copy: I would, also request to increase the rate per copy from $20 to $25 for a 100-word Quora Post with Promotion of the content on Quora.

Please see the previous recommendation regarding "Company" for reference.

Looking forward to hearing from you.

Best regards,

Momenul Ahmad

Finally, the Bargained rate is accepted at $25 per 100-word post with 20% product/service selling commissions from the Company end.


N.B: The company is a recurring client so I had previous work experience and a handsome recommendation from a previous marketing manager.

FYI, You may attach another portfolio in this writing rate bargaining letter template, See email SEO Proposal Template.

N.B: As an independent digital marketing professional, I work based on the B to P (business to professional) formula. I don't offer or service my/our services through the freelancing platform.

Thank you

Momenul Ahmad

Website design and web development service provider

Momenul Ahmad: Helping businesses, brands, and professionals with ethical SEO and digital Marketing. Digital Marketing Writer, Digital Marketing Blog (Founding) Owner at SEOSiriSEO Copywriter (Remote) at Octoparse - Octopus Data Inc, SE Ranking AI Writer Reviewer, Web Writer at Washington MORNING, CMO at Organic Agri Pro, Web Developer and Digital Marketing Strategist at nazrulsangeet.com a parental concern of Sangeet Bidya Bithi, (Gopalpur Shishu Shikkha Niketon), Pabna.

Translated answers suggested in the local language on Google's People Also Ask (PAA).

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For the First time, I have seen a Translated answer suggested in the local language on Google's People Also Ask (PAA).

According to Google, These questions are related to your search terms and may be helpful as a next step.

SERPs layer or layout in Google Search like People also ask (search: These are questions that people commonly search for on Google).

Generative AI Suggested the most common and popular answer results for the SEOSiri (digital marketing blog) Founder (digital marketing company and digital marketing blog) "Momenul Ahmad") Translated by Google (English → हिन्दी → লোকাল ল্যাংগুয়েজে বাংলা): 

translated local language SERPs in people also ask


You may see the same 
Translated answer suggested in the local language on Google's People, which also asks if Google Updates these features in your local language.

If you have updates about these SEO features, let us know through comments.

Suggestion request to Google: Let's format the SERPs present for present and past for past because here a bug is "মোমেনুল আহমেদ কে ছিলেন" this past form isn't perfect results whereas the actual result should be "মোমেনুল আহমেদ কে" in the present form in "People also ask".

Assumed assumption about these updates (SEO SERP Features):

Enhancing engagement in the local language. 


Thank you

Momenul Ahmad

Website design and web development service provider

Momenul Ahmad: Helping businesses, brands, and professionals with ethical SEO and digital Marketing. Digital Marketing Writer, Digital Marketing Blog (Founding) Owner at SEOSiriSEO Copywriter (Remote) at Octoparse - Octopus Data Inc, SE Ranking AI Writer Reviewer, Web Writer at Washington MORNING, CMO at Organic Agri Pro, Web Developer and Digital Marketing Strategist at nazrulsangeet.com a parental concern of Sangeet Bidya Bithi, (Gopalpur Shishu Shikkha Niketon), Pabna.